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E-commerce and Retail Careers

Explore 298 career paths in the E-commerce and Retail industry. Compare salaries, AI risk, and future demand to plan your career transition.

298 Roles
8.8 Avg Demand
20% Avg AI Risk
298 Remote-Friendly
AI Engineering Advanced

AI Agent Architect

An AI Agent Architect designs, builds, and orchestrates autonomous AI agent systems that plan, reason, use tools, and collaborate …

Demand 9.2/10
AI Risk 15%
Salary $140,000-$280,000/yr
LLM prompt engineering and system prompt designAgent design patterns (ReAct, plan-and-execute, reflection, tree-of-thought)Tool/function calling architecture and API contract designMulti-agent orchestration and communication protocols +8
AI Engineering Intermediate

AI Integration Engineer

An AI Integration Engineer bridges the gap between foundation model APIs, enterprise systems, and end-user products by designing, …

Demand 9.2/10
AI Risk 15%
Salary $95,000-$185,000/yr
Proficient Python and TypeScript/JavaScript for building integration layers and API servicesDeep understanding of REST and WebSocket API design, authentication flows, and rate limitingPrompt engineering and LLM parameter tuning (temperature, top-p, system prompts, few-shot patterns)RAG architecture design including chunking strategies, embedding models, and hybrid search +8
AI Engineering Advanced

AI Middleware Engineer

An AI Middleware Engineer designs and builds the integration fabric that connects large language models, vector databases, embeddi…

Demand 9.2/10
AI Risk 15%
Salary $120,000-$210,000/yr
API and SDK design for AI service abstraction layersRetrieval-Augmented Generation (RAG) pipeline architecture and optimizationLLM orchestration frameworks (LangChain, LlamaIndex, Semantic Kernel)Prompt engineering, templating, and dynamic prompt management at scale +8
AI Engineering Advanced

AI Full Stack AI Developer

An AI Full Stack AI Developer designs, builds, and ships end-to-end AI-native applications-from frontend conversational UIs and ag…

Demand 9.2/10
AI Risk 15%
Salary $120,000-$250,000/yr
Prompt engineering and LLM orchestration with frameworks like LangChain, LlamaIndex, and Semantic KernelRESTful and streaming API design for AI services using FastAPI, Express.js, or Next.js API routesFrontend development for AI interfaces including chat UIs, streaming responses, and agent interaction patternsVector database management with Pinecone, Weaviate, Chroma, Qdrant, or pgvector for RAG pipelines +8
AI Engineering Advanced

AI Orchestration Engineer

An AI Orchestration Engineer designs and maintains complex, multi-model AI pipelines - chaining LLMs, agents, tools, and APIs into…

Demand 9.2/10
AI Risk 15%
Salary $120,000-$210,000/yr
Multi-agent system design and graph-based workflow architectureLLM prompt engineering and structured output design (JSON mode, function calling)RAG pipeline design including chunking strategies, embedding selection, and retrieval tuningAPI orchestration and tool-use pattern implementation (function calling, tool routing) +8
AI Engineering Advanced

AI Embedded Agent Engineer

An AI Embedded Agent Engineer designs, builds, and deploys autonomous AI agents that are integrated directly into products, workfl…

Demand 9.2/10
AI Risk 15%
Salary $110,000-$195,000/yr
LLM API orchestration and multi-step prompt chainingTool-calling and function-calling architecture designRetrieval-Augmented Generation (RAG) pipeline constructionAgent memory systems - short-term context management and long-term persistent memory +8
AI Engineering Advanced

AI Fine-Tuning Engineer

An AI Fine-Tuning Engineer specializes in adapting and optimizing pre-trained large language models (LLMs) or other foundation mod…

Demand 9.2/10
AI Risk 15%
Salary $130,000-$220,000/yr
Deep understanding of Transformer architecture and attention mechanismsMastery of parameter-efficient fine-tuning (PEFT) techniques like LoRA, QLoRA, and adaptersProficiency in data curation, cleaning, and formatting for instruction tuningExpertise in designing evaluation metrics and human evaluation frameworks +8
AI Marketing Advanced

AI Search Visibility Strategist

An AI Search Visibility Strategist ensures that brands, products, and content are surfaced, cited, and recommended by AI-powered s…

Demand 9.2/10
AI Risk 30%
Salary $95,000-$185,000/yr
Traditional and technical SEO (crawlability, indexation, site architecture)Schema.org structured data and JSON-LD implementationEntity-based SEO and knowledge graph optimizationGenerative Engine Optimization (GEO) - optimizing for AI-generated answers +8
AI Marketing Intermediate

AI Discover Optimization Specialist

An AI Discover Optimization Specialist ensures brands, products, and content surface prominently across AI-powered discovery engin…

Demand 9.2/10
AI Risk 25%
Salary $75,000-$155,000/yr
Search engine optimization fundamentals and algorithm awarenessStructured data and schema markup engineering (JSON-LD, RDFa, Microdata)LLM retrieval-augmented generation (RAG) mechanics and citation behavior analysisContent strategy for AI citation and answer inclusion +8
AI Engineering Advanced

AI Grounding Systems Engineer

AI Grounding Systems Engineers architect and optimize the pipelines that connect large language models to verified, real-world kno…

Demand 9.2/10
AI Risk 15%
Salary $115,000-$195,000/yr
Retrieval-Augmented Generation (RAG) architecture and pipeline designVector database management and embedding optimization (indexing, chunking strategies, hybrid search)Knowledge graph construction, querying (Cypher/SPARQL), and entity resolutionPrompt engineering for faithful context incorporation and source attribution +8
AI Engineering Intermediate

AI Function Calling Engineer

An AI Function Calling Engineer designs, implements, and optimizes the tool-use layer that allows large language models to interac…

Demand 9.2/10
AI Risk 15%
Salary $120,000-$210,000/yr
LLM function/tool calling APIs (OpenAI, Anthropic, Google Gemini)JSON Schema design and validation for tool parametersAgentic workflow orchestration (LangChain, LangGraph, CrewAI, LlamaIndex)Prompt engineering for reliable tool selection and parameter extraction +8
AI Engineering Intermediate

AI Deployment Automation Engineer

An AI Deployment Automation Engineer bridges the gap between machine learning development and production-grade systems, designing …

Demand 9.2/10
AI Risk 15%
Salary $110,000-$195,000/yr
CI/CD pipeline design for ML artifacts and prompt chainsContainer orchestration with Kubernetes and Docker for inference workloadsInfrastructure as Code (Terraform, Pulumi) for AI infrastructure provisioningLLM deployment patterns including model sharding, quantization, and batching +8
AI Engineering Advanced

AI DPO Systems Engineer

An AI DPO Systems Engineer designs, deploys, and maintains intelligent systems that automate data protection compliance, privacy i…

Demand 9.2/10
AI Risk 15%
Salary $120,000-$210,000/yr
Privacy-by-design architecture for ML pipelines and data platformsData discovery, classification, and lineage tracking at scalePolicy-as-code authoring using tools like Open Policy Agent (OPA) and AWS CedarPrivacy-enhancing technologies: differential privacy, k-anonymity, homomorphic encryption basics +8
AI Engineering Advanced

AI Hallucination Mitigation Engineer

An AI Hallucination Mitigation Engineer specializes in detecting, measuring, and reducing confabulated or factually incorrect outp…

Demand 9.2/10
AI Risk 15%
Salary $130,000-$210,000/yr
LLM behavior analysis and failure-mode taxonomyPrompt engineering and adversarial prompt craftingRetrieval-Augmented Generation (RAG) architecture and tuningAutomated evaluation pipeline design (reference-based and reference-free metrics) +8
AI Engineering Advanced

AI Multimodal Systems Engineer

An AI Multimodal Systems Engineer designs, builds, and deploys complex AI systems that process and reason across multiple data typ…

Demand 9.2/10
AI Risk 15%
Salary $130,000-$200,000/yr
Multimodal Model Architecture (e.g., Transformer variants for vision-language)Python & Systems Programming (Rust, C++ for performance-critical components)Distributed Training & Inference OptimizationData Pipeline Engineering for heterogeneous data +8
AI Marketing Intermediate

AI Marketing Compliance Specialist

An AI Marketing Compliance Specialist ensures that AI-powered marketing activities - from generative content and automated targeti…

Demand 9.2/10
AI Risk 25%
Salary $95,000-$175,000/yr
Regulatory framework knowledge (GDPR, CCPA, EU AI Act, FTC Act, CAN-SPAM)AI-generated content auditing and quality assuranceData privacy impact assessments for marketing tech stacksPrompt engineering for compliance-oriented content review +8
AI Product & Strategy Advanced

AI Responsible AI Product Manager

An AI Responsible AI Product Manager ensures that AI-powered products are designed, developed, and deployed with fairness, transpa…

Demand 9.2/10
AI Risk 15%
Salary $120,000-$210,000/yr
AI fairness metrics design and evaluation (demographic parity, equalized odds, calibration)Algorithmic impact assessment and risk taxonomy developmentRegulatory literacy across EU AI Act, NIST AI RMF, ISO/IEC 42001, and sector-specific standardsStakeholder management across engineering, legal, policy, and executive leadership +8
AI Product & Strategy Intermediate

AI B2C Product Specialist

An AI B2C Product Specialist designs, launches, and optimizes AI-powered consumer-facing products that delight millions of end use…

Demand 9.2/10
AI Risk 15%
Salary $95,000-$185,000/yr
AI product strategy - framing consumer problems as solvable with LLMs, RAG, or ML pipelinesPrompt engineering and prompt chaining for production consumer applicationsUser research methodologies adapted for AI-first experiences (trust, explainability, error handling)Product analytics and experimentation - A/B testing AI features, defining AI-specific KPIs +6
AI Legal & Compliance Intermediate

AI Copyright Compliance Specialist

AI Copyright Compliance Specialists ensure that generative AI systems respect intellectual property rights across training data in…

Demand 9.2/10
AI Risk 25%
Salary $95,000-$185,000/yr
Copyright law fundamentals (fair use, transformative use, DMCA, Berne Convention)AI/ML pipeline literacy - training data sourcing, fine-tuning, inference workflowsDataset auditing and provenance documentationAI output risk assessment and infringement detection methodology +8
AI Legal & Compliance Advanced

AI Data Breach Response Specialist

An AI Data Breach Response Specialist leads the investigation, containment, and regulatory reporting of security incidents involvi…

Demand 9.2/10
AI Risk 15%
Salary $115,000-$210,000/yr
AI threat modeling for LLMs, RAG pipelines, and agentic architecturesIncident response lifecycle management (NIST SP 800-61r2 adapted for AI systems)Digital forensics on model artifacts, vector databases, embeddings, and inference logsGlobal data breach notification law (GDPR Art. 33/34, CCPA, LGPD, PIPL, SEC rules) +8
AI Customer Experience Intermediate

AI Activation Specialist

An AI Activation Specialist bridges the gap between AI technology and real-world customer experience outcomes, guiding organizatio…

Demand 9.2/10
AI Risk 20%
Salary $90,000-$160,000/yr
Prompt engineering and prompt template design for production CX use casesLLM API integration using OpenAI, Anthropic, and open-source model endpointsRetrieval-Augmented Generation (RAG) pipeline design and knowledge base architectureCustomer journey mapping and conversational flow design +8
AI Security & Trust Advanced

AI Cybersecurity Analyst

AI Cybersecurity Analysts defend AI systems, machine learning pipelines, and LLM-powered applications against adversarial attacks,…

Demand 9.2/10
AI Risk 20%
Salary $105,000-$185,000/yr
Adversarial machine learning - crafting and defending against adversarial examples, data poisoning, and model inversion attacksLLM security - prompt injection, jailbreaking, system prompt leakage, and output manipulationAI red teaming - systematic evaluation of model robustness using frameworks like Microsoft PyRIT, Garak, and Anthropic's red-team toolingSecure ML pipeline design - securing data ingestion, feature stores, training jobs, and inference endpoints +8
AI Security & Trust Advanced

AI Attack Surface Analyst

An AI Attack Surface Analyst systematically discovers, classifies, and prioritizes vulnerabilities across an organization's entire…

Demand 9.2/10
AI Risk 15%
Salary $115,000-$210,000/yr
AI/ML threat modeling using frameworks like MITRE ATLAS and OWASP Top 10 for LLMsPrompt injection and jailbreak technique design and detectionLLM application architecture review (RAG pipelines, agent chains, tool-use flows)Adversarial ML attack execution including model extraction, data poisoning, and membership inference +8
AI Security & Trust Advanced

AI Penetration Testing Automation Specialist

An AI Penetration Testing Automation Specialist designs, builds, and operates intelligent systems that autonomously discover, vali…

Demand 9.2/10
AI Risk 15%
Salary $120,000-$210,000/yr
Network and web application penetration testing (OWASP, PTES, NIST 800-115)LLM and prompt injection attack methodology (indirect prompt injection, jailbreaking, data exfiltration via AI)Python scripting for security automation and exploit developmentAI agent orchestration using LangChain, LangGraph, or CrewAI for multi-step attack simulation +8
AI Security & Trust Advanced

AI Blue Team Automation Specialist

An AI Blue Team Automation Specialist designs, builds, and operates automated defense systems that protect AI infrastructure, LLM-…

Demand 9.2/10
AI Risk 15%
Salary $120,000-$210,000/yr
Adversarial machine learning fundamentals (evasion, poisoning, extraction, inference attacks)LLM security: prompt injection detection, jailbreak taxonomy, output filteringSecurity automation and orchestration (SOAR) for AI-specific alertingPython development for building custom detection and response tooling +8
AI Security & Trust Advanced

AI Vulnerability Assessment Specialist

An AI Vulnerability Assessment Specialist systematically identifies, tests, and documents security weaknesses in machine learning …

Demand 9.2/10
AI Risk 25%
Salary $125,000-$210,000/yr
Adversarial machine learning fundamentals (evasion, poisoning, extraction, inference attacks)LLM application security: prompt injection, jailbreaking, data exfiltration via context manipulationThreat modeling for AI systems using frameworks like ATLAS (MITRE) and OWASP Top 10 for LLMsPython proficiency for writing custom exploit scripts, model fuzzing, and automation +8
AI Security & Trust Advanced

AI Purple Team Specialist

An AI Purple Team Specialist bridges offensive red-team adversarial testing and defensive blue-team hardening of AI systems, ensur…

Demand 9.2/10
AI Risk 15%
Salary $130,000-$240,000/yr
Adversarial machine learning fundamentals (evasion, poisoning, extraction, inversion attacks)LLM prompt engineering and red-teaming methodology (jailbreaks, prompt injection, indirect injection)Python proficiency for building custom attack scripts, fuzzers, and evaluation harnessesAI threat modeling using frameworks like MITRE ATLAS, OWASP LLM Top 10, and NIST AI RMF +8
AI Security & Trust Advanced

AI Cloud Security Specialist

AI Cloud Security Specialists protect machine learning workloads, LLM APIs, model artifacts, and data pipelines running in cloud e…

Demand 9.2/10
AI Risk 15%
Salary $125,000-$210,000/yr
Cloud IAM and least-privilege policy design for AI workloads (AWS IAM, Azure AD, GCP IAM)Container and Kubernetes security for ML model serving (image scanning, network policies, Pod Security Standards)LLM application security - prompt injection detection, output filtering, jailbreak preventionData pipeline security - encryption at rest and in transit, secrets management, data lineage tracking +8
AI Security & Trust Advanced

AI Incident Response Automation Specialist

An AI Incident Response Automation Specialist designs, deploys, and operates automated systems that detect, triage, contain, and r…

Demand 9.2/10
AI Risk 15%
Salary $135,000-$245,000/yr
Adversarial machine learning attack and defense techniquesAI model monitoring and observability (drift detection, performance degradation)Automated incident triage and runbook orchestrationPrompt injection detection and mitigation for LLM-based systems +8
AI Security & Trust Advanced

AI Security Operations Automation Engineer

An AI Security Operations Automation Engineer designs, builds, and maintains intelligent automation pipelines that leverage large …

Demand 9.2/10
AI Risk 15%
Salary $115,000-$195,000/yr
Python scripting and automation (asyncio, API integrations, data pipelines)Security Operations Center (SOC) workflows - triage, escalation, incident response lifecycleSIEM and log analytics (Splunk, Elastic SIEM, Microsoft Sentinel, Chronicle)SOAR platform development and playbook authoring (Tines, Palo Alto XSOAR, Shuffle) +8
AI Security & Trust Advanced

AI Zero Trust Architecture Specialist

An AI Zero Trust Architecture Specialist designs and enforces 'never trust, always verify' security frameworks across AI pipelines…

Demand 9.2/10
AI Risk 15%
Salary $130,000-$250,000/yr
Zero Trust Architecture design and implementation (NIST SP 800-207)AI/ML model security - securing training, serving, and inference pipelinesIdentity and Access Management (IAM) for AI services and agentsAPI security design including OAuth 2.0, mTLS, and rate limiting for LLM endpoints +8
AI Security & Trust Advanced

AI Privileged Access Management Specialist

An AI Privileged Access Management Specialist governs who-and what-can access sensitive AI systems, model weights, training data, …

Demand 9.2/10
AI Risk 15%
Salary $125,000-$210,000/yr
Privileged Access Management architecture and policy designZero-trust identity governance for AI systems and agent frameworksSecrets management and API key lifecycle orchestrationFine-grained authorization (RBAC, ABAC, PBAC) for model access and data pipelines +8
AI Security & Trust Advanced

AI Social Engineering Detection Specialist

An AI Social Engineering Detection Specialist designs, deploys, and operates AI-driven systems that identify and neutralize social…

Demand 9.2/10
AI Risk 20%
Salary $120,000-$210,000/yr
NLP-based phishing and BEC (Business Email Compromise) classification using transformer modelsDeepfake and synthetic media detection across voice, video, and image modalitiesLLM security - prompt injection detection, jailbreak classification, and output filteringAnomaly detection in organizational communication metadata and behavioral patterns +8
AI Security & Trust Advanced

AI Risk & Controls Automation Specialist

An AI Risk & Controls Automation Specialist designs, builds, and operates automated guardrails, monitoring systems, and compliance…

Demand 9.2/10
AI Risk 15%
Salary $105,000-$245,000/yr
AI threat modeling and adversarial risk assessment for LLM and classical ML systemsPolicy-as-code authoring (OPA/Rego, YAML-based guardrail definitions, compliance-as-code)LLM output evaluation pipeline design - toxicity, hallucination, PII leakage, and jailbreak detectionPython automation for security controls (API integrations, custom scanners, CI/CD hooks) +6
AI Security & Trust Advanced

AI Secure Deployment Engineer

An AI Secure Deployment Engineer safeguards the full lifecycle of AI systems-from model packaging and container orchestration to p…

Demand 9.2/10
AI Risk 15%
Salary $130,000-$240,000/yr
Prompt Injection Detection and MitigationML Model Security (adversarial robustness, model extraction defense, data poisoning prevention)Secure API Gateway Configuration for AI Services (rate limiting, token budgets, auth flows)Container and Kubernetes Security for GPU Workloads +8
AI Security & Trust Advanced

AI Network Security Automation Specialist

An AI Network Security Automation Specialist designs, implements, and manages intelligent systems that autonomously detect, preven…

Demand 9.2/10
AI Risk 15%
Salary $120,000-$195,000/yr
Network protocol analysis (TCP/IP, DNS, HTTP/S)Security Orchestration, Automation, and Response (SOAR)Machine Learning for anomaly detection (e.g., Isolation Forest, Autoencoders)Threat intelligence integration and enrichment +8
AI Engineering Intermediate

AI Workflow Engineer

An AI Workflow Engineer designs, builds, and maintains end-to-end pipelines that orchestrate large language models, agents, retrie…

Demand 9.1/10
AI Risk 25%
Salary $95,000-$185,000/yr
Prompt engineering and template design for multi-step LLM interactionsRetrieval-Augmented Generation (RAG) pipeline design including chunking, embedding, and retrieval strategiesLLM API integration and orchestration across OpenAI, Anthropic, Google, and open-source model endpointsAgent and tool-use architecture design using frameworks like LangChain, LangGraph, CrewAI, or AutoGen +8
AI Engineering Intermediate

AI API Engineer

AI API Engineers design, build, and maintain the integration layer between AI/ML models and production software systems, specializ…

Demand 9.1/10
AI Risk 15%
Salary $105,000-$195,000/yr
RESTful and streaming API design (SSE, WebSockets, gRPC)Prompt engineering and prompt management across multiple LLM providersToken economics - understanding context windows, pricing models, and cost optimization strategiesMulti-provider API orchestration with circuit breakers, retries, and failover logic +8
AI Engineering Intermediate

AI Browser Automation Engineer

AI Browser Automation Engineers design and build intelligent systems that autonomously navigate, interact with, and extract data f…

Demand 9.1/10
AI Risk 25%
Salary $95,000-$185,000/yr
Browser automation frameworks (Playwright, Puppeteer, Selenium, Browserbase)LLM integration and prompt engineering for decision-making in browsing workflowsVision-language models (GPT-4V, Claude Vision, Gemini) for screen understandingAgent architectures (LangChain, LangGraph, AutoGen, CrewAI) with tool-use patterns +8
AI Engineering Advanced

AI AIUX Engineer

An AI AIUX Engineer designs, prototypes, and implements intelligent user experiences powered by large language models, multimodal …

Demand 9.1/10
AI Risk 15%
Salary $110,000-$195,000/yr
Conversational UX design and dialogue flow architecturePrompt engineering and prompt chaining for interactive systemsHuman-AI interaction principles (trust calibration, transparency, graceful failure)Prototyping AI-native interfaces (Figma, Framer, code-based) +8
AI Engineering Advanced

AI Continuous Training Engineer

An AI Continuous Training Engineer designs and operates the automated pipelines that keep machine-learning models current, accurat…

Demand 9.1/10
AI Risk 15%
Salary $115,000-$195,000/yr
Drift detection and data distribution monitoring (concept drift, data drift, label shift)Pipeline orchestration for automated retraining (Airflow, Prefect, Kubeflow Pipelines)Experiment tracking and model versioning (MLflow, Weights & Biases, DVC)Feature store management and feature engineering at scale (Feast, Tecton) +8
AI Engineering Advanced

AI Observability Engineer

An AI Observability Engineer designs, builds, and maintains monitoring, tracing, and alerting systems purpose-built for AI and ML …

Demand 9.1/10
AI Risk 15%
Salary $120,000-$195,000/yr
LLM pipeline tracing and semantic instrumentationCustom metrics design for model quality (hallucination rate, retrieval relevance, toxicity scores)Distributed tracing with OpenTelemetry adapted for GenAI semantic conventionsReal-time anomaly detection on model outputs and infrastructure telemetry +8
AI Engineering Intermediate

AI Workflow Automation Engineer

An AI Workflow Automation Engineer designs, builds, and maintains intelligent systems that automate complex business processes usi…

Demand 9.1/10
AI Risk 25%
Salary $95,000-$185,000/yr
LLM orchestration frameworks (LangChain, LlamaIndex, CrewAI, AutoGen)Prompt engineering and system prompt design for multi-step agentsPython programming with focus on async patterns and API integrationsRAG pipeline architecture-chunking strategies, embedding selection, retrieval tuning +8
AI Content Intermediate

AI Content Monetization Strategist

An AI Content Monetization Strategist designs and executes revenue-generating frameworks for AI-produced or AI-enhanced content ac…

Demand 9.1/10
AI Risk 15%
Salary $95,000-$175,000/yr
Prompt engineering and LLM output optimizationProgrammatic SEO and AI-driven keyword clusteringContent performance analytics and attribution modelingMulti-channel monetization strategy (ads, subscriptions, affiliate, licensing) +8
AI Content Intermediate

AI Accessibility Content Designer

AI Accessibility Content Designer crafts and curates AI-generated and AI-assisted digital content to meet global accessibility sta…

Demand 9.1/10
AI Risk 15%
Salary $78,000-$140,000/yr
WCAG 2.2 AA/AAA compliance and testing methodologyAccessible content authoring: plain language, structured headings, semantic markupAlt text and long description writing for AI-generated imageryARIA roles, states, and properties for dynamic content +8
AI Content Intermediate

AI Content Workflow Automation Specialist

An AI Content Workflow Automation Specialist designs, builds, and optimizes end-to-end pipelines that use large language models, p…

Demand 9.1/10
AI Risk 25%
Salary $78,000-$155,000/yr
Prompt engineering and prompt chain design for multi-step content generationLLM orchestration using LangChain, LlamaIndex, or Semantic KernelRetrieval-Augmented Generation (RAG) architecture with vector databasesAPI integration and RESTful workflow construction (OpenAI, Anthropic, AWS Bedrock) +8
AI Data & Analytics Intermediate

AI Data Pipeline Engineer

An AI Data Pipeline Engineer designs, builds, and maintains the end-to-end data infrastructure that feeds modern AI and ML systems…

Demand 9.1/10
AI Risk 15%
Salary $110,000-$185,000/yr
Python programming with data-centric libraries (pandas, Polars, PySpark, Dask)ETL/ELT pipeline design and orchestration (Airflow, Dagster, Prefect, Mage)Cloud data platform engineering (AWS Glue, BigQuery, Snowflake, Databricks)Stream processing (Kafka, Flink, Spark Streaming, Kinesis) +8
AI Data & Analytics Advanced

AI Data Lake Engineer

An AI Data Lake Engineer designs, builds, and optimizes large-scale data lake and lakehouse architectures purpose-built for AI and…

Demand 9.1/10
AI Risk 15%
Salary $120,000-$210,000/yr
Lakehouse architecture design using Delta Lake, Apache Iceberg, or Apache HudiDistributed data processing with Apache Spark (PySpark) and DaskCloud data infrastructure on AWS (S3, Glue, Lake Formation, Athena), GCP (BigQuery, GCS, Dataplex), or Azure (Synapse, ADLS)Data pipeline orchestration with Apache Airflow, Dagster, or Prefect +8
AI Data & Analytics Intermediate

AI Data Governance Specialist

An AI Data Governance Specialist ensures the integrity, compliance, privacy, and ethical quality of data used across AI and machin…

Demand 9.1/10
AI Risk 15%
Salary $105,000-$185,000/yr
Data lineage design and implementation for ML pipelinesPII detection, classification, and anonymization techniquesRegulatory compliance mapping (GDPR, CCPA, EU AI Act, NIST AI RMF)Bias and fairness auditing in training datasets +8
AI Data & Analytics Advanced

AI Analytics Engineering Specialist

An AI Analytics Engineering Specialist bridges data engineering, analytics, and AI/ML to build intelligent data pipelines and auto…

Demand 9.1/10
AI Risk 20%
Salary $105,000-$185,000/yr
Advanced SQL optimization for analytical workloads across Snowflake, BigQuery, and Databricksdbt (data build tool) for version-controlled, testable analytics transformationsPython for data pipeline scripting, API integration, and AI model orchestrationLLM integration patterns including prompt engineering, function calling, RAG pipelines, and embedding generation +8
AI Design & Creative Intermediate

AI Accessibility Design Specialist

AI Accessibility Design Specialists ensure that AI-powered products, interfaces, and content are usable by people of all abilities…

Demand 9.1/10
AI Risk 15%
Salary $95,000-$170,000/yr
WCAG 2.2 and WAI-ARIA authoring best practicesMultimodal interaction design (voice, gesture, haptic, visual)Screen reader and assistive technology proficiency (JAWS, NVDA, VoiceOver, TalkBack)LLM output evaluation for cognitive accessibility and plain language +8
AI Design & Creative Intermediate

AI Video Generation Specialist

An AI Video Generation Specialist leverages generative AI models-such as diffusion-based video synthesis, neural radiance fields, …

Demand 9.1/10
AI Risk 15%
Salary $75,000-$165,000/yr
Prompt engineering for text-to-video and image-to-video modelsCinematic composition, framing, and visual storytelling fundamentalsVideo editing and post-production (color grading, sound design, pacing)AI model selection and evaluation across diffusion, transformer, and GAN architectures +8
AI Design & Creative Intermediate

AI User Flow Designer

An AI User Flow Designer architects the end-to-end journeys users take through AI-powered products, mapping how humans interact wi…

Demand 9.1/10
AI Risk 15%
Salary $95,000-$175,000/yr
User journey mapping for probabilistic AI outputsConversation and dialogue flow designAI capability assessment - understanding what LLMs, embeddings, and agents can and cannot doPrompt architecture and prompt flow prototyping +8
AI Finance & Investment Advanced

AI CFO Intelligence Specialist

An AI CFO Intelligence Specialist architects and deploys AI-driven financial intelligence systems that automate forecasting, risk …

Demand 9.1/10
AI Risk 15%
Salary $115,000-$220,000/yr
Financial modeling and forecasting (DCF, 3-statement, scenario/sensitivity analysis)Python for financial data pipelines (pandas, NumPy, SQLAlchemy, Apache Airflow)LLM integration for financial document analysis and automated reportingPredictive modeling for revenue, cash flow, and expense forecasting +8
AI Operations & Logistics Advanced

AI Fleet Management AI Specialist

An AI Fleet Management AI Specialist orchestrates, monitors, and optimizes entire portfolios of AI models, agents, and automated s…

Demand 9.1/10
AI Risk 15%
Salary $125,000-$210,000/yr
AI model lifecycle management (deployment, versioning, retirement, rollback)Multi-model orchestration and traffic routing across LLM and ML endpointsInfrastructure cost optimization for GPU, TPU, and API-based inference workloadsReal-time monitoring, alerting, and observability for AI system health +8
AI Operations & Logistics Intermediate

AI Quality Control AI Engineer

An AI Quality Control AI Engineer designs and implements automated systems to evaluate, monitor, and enforce quality standards acr…

Demand 9.1/10
AI Risk 25%
Salary $115,000-$195,000/yr
LLM output evaluation and scoring (automated and human-in-the-loop)Prompt engineering and prompt testing methodologyStatistical hypothesis testing for non-deterministic systemsRed-teaming and adversarial attack design against AI models +8
AI Customer Experience Intermediate

AI Dialogue Systems Specialist

An AI Dialogue Systems Specialist designs, builds, and optimizes conversational AI experiences - from customer support chatbots to…

Demand 9.1/10
AI Risk 20%
Salary $85,000-$165,000/yr
Conversation flow design and dialogue state managementPrompt engineering and system-message architecture for LLMsIntent classification, slot filling, and entity extractionRetrieval-Augmented Generation (RAG) pipeline design +8
AI Customer Experience Intermediate

AI Co-Pilot for Support Designer

An AI Co-Pilot for Support Designer architects the intelligent assistant systems that sit alongside human support agents, surfacin…

Demand 9.1/10
AI Risk 15%
Salary $95,000-$175,000/yr
Prompt engineering and prompt chaining for real-time agent suggestionsRetrieval-Augmented Generation (RAG) pipeline design and knowledge-base integrationConversational flow mapping and dialogue state trackingAgent experience (AX) design - building intuitive, low-friction co-pilot UIs +8
AI Customer Experience Intermediate

AI Resolution Automation Specialist

An AI Resolution Automation Specialist designs, deploys, and optimizes intelligent systems that automatically resolve customer inq…

Demand 9.1/10
AI Risk 15%
Salary $95,000-$170,000/yr
LLM prompt engineering and prompt chaining for multi-step resolution workflowsRetrieval-Augmented Generation (RAG) architecture design with vector databasesCustomer intent classification and resolution routing model designWorkflow orchestration using AI agent frameworks (LangChain, LlamaIndex, CrewAI) +8
AI Customer Experience Intermediate

AI Complaint Resolution Automation Specialist

An AI Complaint Resolution Automation Specialist designs, deploys, and continuously optimizes intelligent systems that automatical…

Demand 9.1/10
AI Risk 20%
Salary $85,000-$155,000/yr
Natural Language Processing for complaint text understanding and tokenizationLarge Language Model prompt engineering and domain-specific fine-tuningMulti-label complaint classification, intent detection, and entity extractionSentiment analysis and emotion-aware prioritization for complaint triage +8
AI Customer Experience Intermediate

AI Customer Personalization Specialist

AI Customer Personalization Specialists architect hyper-relevant, data-driven experiences across digital touchpoints by leveraging…

Demand 9.1/10
AI Risk 15%
Salary $85,000-$165,000/yr
Customer segmentation using clustering algorithms (K-means, DBSCAN)Prompt engineering for personalized content generationRecommendation system design (collaborative filtering, content-based, hybrid)Real-time data pipeline architecture and event-driven design +8
AI Customer Experience Intermediate

AI Recommendation Engine Specialist

An AI Recommendation Engine Specialist designs, builds, and optimizes intelligent systems that predict what users want - from prod…

Demand 9.1/10
AI Risk 15%
Salary $95,000-$185,000/yr
Collaborative filtering and matrix factorization techniquesDeep learning for recommendation: two-tower models, transformers, sequential recommendationFeature engineering for user, item, and context signals at scaleA/B testing and causal inference for online evaluation of ranking changes +8
AI Security & Trust Advanced

AI API Security Specialist

AI API Security Specialists protect the critical interfaces between AI models and the applications, users, and systems that consum…

Demand 9.1/10
AI Risk 15%
Salary $125,000-$210,000/yr
API authentication and authorization design (OAuth 2.0, API keys, mTLS, JWT)Prompt injection detection and mitigation techniquesOWASP API Security Top 10 and LLM-specific threat frameworksRate limiting, quota management, and abuse detection for inference endpoints +8
AI Security & Trust Advanced

AI Security Code Review Specialist

An AI Security Code Review Specialist audits source code, model pipelines, and infrastructure configurations for vulnerabilities u…

Demand 9.1/10
AI Risk 18%
Salary $125,000-$210,000/yr
Static application security testing (SAST) on Python, TypeScript, and Go codebasesOWASP Top 10 for LLM Applications - identification, exploitation patterns, and remediationPrompt injection detection, adversarial input crafting, and output sanitization reviewLangChain, LlamaIndex, and agent orchestration framework security assessment +8
AI Security & Trust Advanced

AI Role-Based Access Control Specialist

An AI Role-Based Access Control Specialist designs, implements, and governs granular permission frameworks that determine who-or w…

Demand 9.1/10
AI Risk 15%
Salary $115,000-$195,000/yr
Identity and Access Management (IAM) architecture for cloud-native and AI-native systemsRole-Based Access Control (RBAC), Attribute-Based Access Control (ABAC), and policy-based access control designAI/ML pipeline security: model registry permissions, training data access governance, inference endpoint controlsPolicy-as-code authoring using OPA/Rego, AWS IAM policy language, and Azure RBAC definitions +8
AI Security & Trust Advanced

AI Adversarial Attack Specialist

An AI Adversarial Attack Specialist is a cybersecurity expert focused on proactively identifying and exploiting vulnerabilities in…

Demand 9.1/10
AI Risk 15%
Salary $140,000-$220,000/yr
Deep understanding of machine learning model architectures (CNNs, Transformers, GNNs)Proficiency in adversarial example generation (FGSM, PGD, C&W, DeepFool)Knowledge of model extraction, inversion, and membership inference attacksExperience with threat modeling for AI systems (OWASP ML Top 10, MITRE ATLAS) +6
AI Security & Trust Advanced

AI Endpoint Protection Specialist

An AI Endpoint Protection Specialist safeguards the critical perimeter where AI systems meet the outside world - securing model in…

Demand 9.1/10
AI Risk 15%
Salary $115,000-$195,000/yr
Adversarial machine learning attack vectors - prompt injection, jailbreaking, model extraction, data poisoningAPI gateway hardening and semantic request validation for inference endpointsInput/output content filtering with classifier-based and policy-based approachesRate limiting, token budget enforcement, and abuse detection on LLM endpoints +8
AI Engineering Advanced

Prompt Systems Designer

A Prompt Systems Designer architects, optimizes, and maintains the complex systems of prompts, prompt chains, and agent workflows …

Demand 9.0/10
AI Risk 25%
Salary $100,000-$160,000/yr
Prompt Engineering Fundamentals (zero-shot, few-shot, chain-of-thought)System Design for LLM Applications (chains, agents, RAG patterns)LLM Evaluation & Testing Methodologies (metrics, red-teaming, A/B testing)AI Safety & Alignment Principles (guardrails, content filtering, bias mitigation) +8
AI Engineering Intermediate

RAG Engineer

A RAG Engineer designs and builds Retrieval-Augmented Generation pipelines that ground large language model outputs in authoritati…

Demand 9.0/10
AI Risk 15%
Salary $110,000-$185,000/yr
Vector database design and operations (indexing, querying, filtering, hybrid search)Embedding model selection, fine-tuning, and evaluation for domain-specific corporaDocument ingestion and intelligent chunking strategies (semantic, recursive, agentic)Prompt engineering and context window management for RAG-specific templates +8
AI Engineering Advanced

AI Retrieval Systems Engineer

An AI Retrieval Systems Engineer designs, builds, and optimizes the search and retrieval pipelines that power Retrieval-Augmented …

Demand 9.0/10
AI Risk 20%
Salary $100,000-$230,000/yr
RAG (Retrieval-Augmented Generation) architecture design and end-to-end pipeline constructionVector database management, indexing strategies, and query optimizationEmbedding model selection, evaluation, and domain-specific fine-tuningDocument processing, parsing, and intelligent chunking across diverse formats +8
AI Engineering Intermediate

AI Evaluation Engineer

AI Evaluation Engineers design, build, and operate the measurement infrastructure that determines whether AI systems actually work…

Demand 9.0/10
AI Risk 15%
Salary $95,000-$175,000/yr
Designing evaluation metrics and benchmark suites for LLM and generative AI outputsPython proficiency for writing evaluation scripts, data pipelines, and scoring harnessesStatistical analysis including hypothesis testing, confidence intervals, and inter-rater reliabilityPrompt engineering for automated evaluation and synthetic test-case generation +8
AI Engineering Intermediate

AI Agent QA Engineer

An AI Agent QA Engineer specializes in validating, testing, and ensuring the reliability of autonomous AI agent systems powered by…

Demand 9.0/10
AI Risk 15%
Salary $95,000-$175,000/yr
LLM output evaluation and scoring (both automated and human-in-the-loop)Prompt engineering for test case generation and evaluation criteriaPython test automation with pytest, parametrize patterns, and CI/CD integrationAgent architecture understanding (ReAct, tool-use, multi-agent orchestration) +8
AI Engineering Advanced

AI Model Routing Engineer

An AI Model Routing Engineer designs and operates intelligent decision layers that dynamically direct user requests to the optimal…

Demand 9.0/10
AI Risk 15%
Salary $135,000-$210,000/yr
Multi-model evaluation and benchmarking across accuracy, latency, cost, and safety dimensionsAPI orchestration and chaining across heterogeneous LLM providers (OpenAI, Anthropic, Cohere, open-source endpoints)Real-time decision engine design using weighted scoring, rule-based, and ML-based routing strategiesCost optimization and token economics - modeling spend-per-query across model tiers +8
AI Engineering Intermediate

AI Conversational Systems Engineer

AI Conversational Systems Engineers design, build, and optimize intelligent dialogue systems-from chatbots and voice assistants to…

Demand 9.0/10
AI Risk 20%
Salary $105,000-$185,000/yr
Prompt engineering and chain-of-thought design for multi-turn dialogueRetrieval-Augmented Generation (RAG) pipeline architectureLLM orchestration frameworks (LangChain, LlamaIndex, Semantic Kernel)Conversational UX design and dialogue state management +8
AI Engineering Intermediate

AI Human-AI Interaction Engineer

AI Human-AI Interaction Engineers architect the bridge between human intent and AI capability, designing conversational flows, mul…

Demand 9.0/10
AI Risk 15%
Salary $105,000-$195,000/yr
Prompt engineering and system prompt architecture for multi-turn conversationsConversational UX design including dialogue state management and error recovery flowsLLM API integration using OpenAI, Anthropic, Google Vertex, and open-source modelsRetrieval-Augmented Generation (RAG) pipeline design for grounded, contextual responses +8
AI Engineering Advanced

AI Decision Intelligence Engineer

An AI Decision Intelligence Engineer designs, builds, and optimizes AI-powered decision systems that translate raw data into actio…

Demand 9.0/10
AI Risk 15%
Salary $110,000-$195,000/yr
Causal inference and structural causal modeling (SCMs)Decision theory including expected utility, multi-criteria decision analysis (MCDA), and Bayesian decision networksLLM orchestration and agent architecture (LangChain, LangGraph, CrewAI)Probabilistic programming with PyMC, NumPyro, or Stan +8
AI Engineering Advanced

AI Agent Memory Systems Engineer

An AI Agent Memory Systems Engineer designs and builds the persistent memory layers that allow autonomous AI agents to retain cont…

Demand 9.0/10
AI Risk 15%
Salary $130,000-$225,000/yr
Multi-tier memory architecture design (short-term, episodic, semantic, procedural)Vector database engineering and embedding index optimization (Pinecone, Weaviate, Qdrant, pgvector)Retrieval-Augmented Generation (RAG) pipeline design and tuningContext window management and prompt budgeting for LLMs +8
AI Content Advanced

AI Information Architect

An AI Information Architect designs, structures, and curates knowledge ecosystems so that both humans and AI systems can efficient…

Demand 9.0/10
AI Risk 15%
Salary $95,000-$175,000/yr
Ontology and taxonomy design (SKOS, OWL, schema.org)Retrieval-Augmented Generation (RAG) pipeline architectureVector database management and embedding strategy optimizationKnowledge graph modeling and graph database querying (Cypher, SPARQL) +8
AI Engineering Advanced

AI Knowledge Graph Engineer

An AI Knowledge Graph Engineer designs, builds, and maintains structured knowledge representations that power retrieval-augmented …

Demand 9.0/10
AI Risk 18%
Salary $120,000-$210,000/yr
Ontology and schema design (OWL, RDF, RDFS, SKOS)Knowledge graph construction from structured and unstructured sourcesEntity and relation extraction using NLP and LLM-based pipelinesGraph query languages - Cypher, SPARQL, Gremlin +8
AI Engineering Advanced

AI Vector Database Engineer

An AI Vector Database Engineer designs, builds, and optimizes vector storage and retrieval systems that power semantic search, rec…

Demand 9.0/10
AI Risk 15%
Salary $130,000-$220,000/yr
Vector index design and tuning (HNSW, IVF, Flat, PQ, ScaNN)Embedding model evaluation and selection (OpenAI, Cohere, BGE, E5, Jina)Distributed systems architecture for high-availability vector storesQuery optimization: metadata filtering, hybrid search (dense + sparse), re-ranking +8
AI Engineering Advanced

AI Caching Systems Engineer

An AI Caching Systems Engineer architects, implements, and optimizes sophisticated caching layers specifically for AI inference pi…

Demand 9.0/10
AI Risk 15%
Salary $130,000-$210,000/yr
Distributed caching theory & implementation (LRU, LFU, eviction strategies)Proficiency with in-memory data stores (Redis, Memcached, Aerospike)System design for high-throughput, low-latency servicesUnderstanding of AI/ML model inference lifecycle and bottlenecks +8
AI Engineering Intermediate

AI Structured Extraction Engineer

AI Structured Extraction Engineers design and build intelligent pipelines that transform messy, unstructured data-PDFs, emails, co…

Demand 9.0/10
AI Risk 15%
Salary $105,000-$185,000/yr
Schema design and data modeling for structured outputs (JSON Schema, Pydantic, Zod)LLM prompt engineering for extraction tasks including few-shot and chain-of-thought strategiesFunction calling and tool-use APIs (OpenAI, Anthropic, Google Gemini)Document parsing and preprocessing (OCR, PDF extraction, HTML cleaning) +8
AI Content Intermediate

AI Content Performance Analyst

An AI Content Performance Analyst measures, interprets, and optimizes the impact of AI-generated content across digital channels u…

Demand 9.0/10
AI Risk 20%
Salary $85,000-$165,000/yr
Content performance metric design (engagement, conversion, retention, quality scores)Statistical analysis and A/B testing for content variantsSEO analytics and organic search performance trackingPrompt engineering fundamentals and prompt-outcome correlation +8
AI Data & Analytics Advanced

AI Feature Store Engineer

An AI Feature Store Engineer designs, builds, and maintains the centralized repository (Feature Store) that serves curated, versio…

Demand 9.0/10
AI Risk 20%
Salary $140,000-$240,000/yr
Advanced SQL and data modeling (dimensional, wide tables)Distributed data processing (Spark, Flink, Beam)Feature engineering and domain-driven feature conceptualizationReal-time and batch data pipeline design (ETL/ELT) +8
AI Data & Analytics Advanced

AI Streaming Data Engineer

An AI Streaming Data Engineer designs, builds, and maintains the real-time data pipelines that fuel modern AI systems, transformin…

Demand 9.0/10
AI Risk 15%
Salary $130,000-$200,000/yr
Real-time data ingestion and message queuing (e.g., Kafka, Kinesis)Stream processing framework design (e.g., Apache Flink, Spark Structured Streaming)Cloud data platform architecture (AWS, GCP, Azure)Data modeling for low-latency access (e.g., wide-column stores, in-memory DBs) +8
AI Data & Analytics Advanced

AI Data Privacy Analyst

The AI Data Privacy Analyst is a critical hybrid role ensuring AI systems respect privacy regulations, build user trust, and manag…

Demand 9.0/10
AI Risk 30%
Salary $90,000-$155,000/yr
Deep understanding of global privacy regulations (GDPR, CCPA, LGPD, PIPL)Data Protection Impact Assessment (DPIA) for AI systemsPrivacy-by-Design & Privacy Engineering principlesAI/ML pipeline literacy (data collection, labeling, training, deployment) +8
AI Data & Analytics Intermediate

AI Dataset Curator

An AI Dataset Curator designs, assembles, cleans, and maintains the high-quality datasets that power machine learning and large la…

Demand 9.0/10
AI Risk 25%
Salary $75,000-$145,000/yr
Dataset schema design and annotation guideline authoringData cleaning and normalization with Python (pandas, polars, NumPy)Label quality assurance: inter-annotator agreement (Cohen's kappa, Fleiss' kappa), consensus modeling, and adjudication workflowsBias and representativeness auditing across demographic, geographic, and topical dimensions +8
AI Data & Analytics Intermediate

AI Product Analytics Specialist

An AI Product Analytics Specialist measures, interprets, and optimizes the performance of AI-powered products-from LLM chatbots an…

Demand 9.0/10
AI Risk 15%
Salary $95,000-$165,000/yr
AI product KPI design (defining meaningful metrics for LLM, CV, and recommendation products)Event instrumentation and telemetry for AI features (tracing prompts, responses, latency, token usage)Statistical experimentation and A/B testing for AI-powered featuresLLM evaluation frameworks (BLEU, ROUGE, human preference scoring, LLM-as-judge) +8
AI Design & Creative Intermediate

AI UI/UX AI Designer

AI UI/UX Designers craft the human-facing interfaces and interaction patterns for AI-powered products - from conversational chatbo…

Demand 9.0/10
AI Risk 25%
Salary $95,000-$175,000/yr
AI interaction pattern design (conversational UI, copilot UX, prompt interfaces, agentic workflows)Designing for non-deterministic outputs - managing uncertainty, confidence visualization, and user trustPrototyping AI-powered experiences using Figma, Framer, or code-based tools (React, Vercel AI SDK)Prompt engineering literacy - understanding prompt structures to co-design effective AI interactions +8
AI Design & Creative Intermediate

AI Video Editing Automation Specialist

An AI Video Editing Automation Specialist designs, builds, and maintains intelligent pipelines that transform raw video footage in…

Demand 9.0/10
AI Risk 15%
Salary $75,000-$160,000/yr
Programmatic video manipulation with FFmpeg, MoviePy, and Shotcut APIsComputer vision for scene detection, object tracking, and shot classificationPrompt engineering for video generation and editing models (Runway Gen-3, Kling, Sora)Audio processing including speech-to-text transcription, TTS, and noise reduction +8
AI Operations & Logistics Intermediate

AI Yield Optimization Specialist

An AI Yield Optimization Specialist maximizes the return on investment of deployed AI systems by tuning model selection, prompt st…

Demand 9.0/10
AI Risk 25%
Salary $95,000-$175,000/yr
LLM performance evaluation and benchmarking across accuracy, latency, and cost dimensionsPrompt engineering with optimization for token efficiency and output consistencyAPI cost modeling and token-level budget forecasting for AI workloadsA/B testing and multivariate experimentation on AI system configurations +8
AI Customer Experience Intermediate

AI Entity Recognition Specialist

The AI Entity Recognition Specialist designs, trains, and optimizes AI systems to accurately identify and classify key entities (p…

Demand 9.0/10
AI Risk 30%
Salary $95,000-$150,000/yr
Natural Language Processing (NLP) fundamentalsEntity Recognition model architectures (CRF, BiLSTM, Transformers)Prompt engineering for LLM-based extractionDataset curation, annotation, and bias mitigation +6
AI Customer Experience Intermediate

AI Customer Support Automation Specialist

An AI Customer Support Automation Specialist architects, implements, and optimizes intelligent systems that transform customer ser…

Demand 9.0/10
AI Risk 20%
Salary $90,000-$155,000/yr
Conversational AI & Dialog System DesignPrompt Engineering for LLMs in Customer ContextsNatural Language Understanding (NLU) and Intent ClassificationAutomation Workflow Design (using tools like Zapier, Make) +8
AI Customer Experience Advanced

AI Next Best Action Specialist

An AI Next Best Action Specialist designs and orchestrates intelligent decisioning systems that recommend the single most effectiv…

Demand 9.0/10
AI Risk 25%
Salary $95,000-$175,000/yr
Reinforcement learning and multi-armed bandit algorithmsContextual decision modeling and real-time feature engineeringCustomer journey mapping and touchpoint orchestrationCausal inference and uplift modeling for action attribution +8
AI Security & Trust Advanced

AI Output Auditor

An AI Output Auditor systematically evaluates, validates, and certifies the outputs of AI systems for accuracy, safety, bias, regu…

Demand 9.0/10
AI Risk 25%
Salary $95,000-$175,000/yr
LLM output evaluation and scoring (fluency, accuracy, relevance, safety, coherence)Hallucination detection and factual grounding verificationBias and fairness assessment across demographic, cultural, and linguistic dimensionsRegulatory compliance mapping (EU AI Act, NIST AI RMF, sector-specific regulations) +8
AI Security & Trust Advanced

AI Phishing Detection Specialist

An AI Phishing Detection Specialist designs, trains, and deploys machine learning and NLP-based systems that identify phishing ema…

Demand 9.0/10
AI Risk 15%
Salary $95,000-$175,000/yr
Natural Language Processing for email and message body analysisBinary and multi-class text classification using transformer modelsFeature engineering from email headers, URLs, and domain metadataHandling imbalanced datasets with SMOTE, focal loss, and stratified sampling +8
AI Engineering Intermediate

AI Semantic Search Engineer

An AI Semantic Search Engineer designs and builds search systems that understand intent and meaning rather than mere keywords, lev…

Demand 8.9/10
AI Risk 15%
Salary $110,000-$195,000/yr
Vector embedding model selection, fine-tuning, and evaluation (e.g., text-embedding-3, E5, BGE, GTE)Vector database design and optimization (Pinecone, Weaviate, Qdrant, Milvus, pgvector)Chunking and document preprocessing strategies for retrieval qualityHybrid retrieval combining sparse (BM25) and dense (embedding) search methods +8
AI Customer Experience Intermediate

AI Dynamic Content Personalization Specialist

An AI Dynamic Content Personalization Specialist designs, deploys, and optimizes real-time content systems that adapt messaging, p…

Demand 8.9/10
AI Risk 20%
Salary $95,000-$185,000/yr
Prompt engineering and LLM orchestration for brand-consistent content generationRetrieval-Augmented Generation (RAG) pipeline design and vector database managementReal-time feature engineering for user behavioral signals and contextual dataRecommendation system architecture (collaborative filtering, content-based, hybrid models) +8
AI Customer Experience Intermediate

AI Contact Center AI Specialist

An AI Contact Center AI Specialist designs, deploys, and optimizes intelligent automation systems-chatbots, voice bots, agent-assi…

Demand 8.9/10
AI Risk 15%
Salary $95,000-$165,000/yr
Conversational design and dialogue flow architecturePrompt engineering and LLM orchestration for customer-facing botsIntent classification, entity extraction, and slot fillingSpeech-to-text (ASR) and text-to-speech (TTS) pipeline tuning +8
AI Customer Experience Advanced

AI Service Level Optimization Specialist

An AI Service Level Optimization Specialist ensures AI-powered customer-facing systems consistently meet or exceed defined perform…

Demand 8.9/10
AI Risk 25%
Salary $95,000-$175,000/yr
Defining and operationalizing SLOs/SLIs/SLAs for non-deterministic AI systemsPrompt engineering and prompt chain optimization for quality and latencyRAG pipeline tuning - chunking strategies, embedding model selection, rerankingStatistical evaluation of LLM outputs (BLEU, ROUGE, LLM-as-judge, human eval correlation) +8
AI Engineering Intermediate

AI Voice Application Engineer

AI Voice Application Engineers design, build, and optimize intelligent voice-driven systems that enable natural spoken interaction…

Demand 8.7/10
AI Risk 25%
Salary $105,000-$175,000/yr
Speech-to-text pipeline design and integration (streaming and batch)Text-to-speech synthesis selection, configuration, and voice customizationLLM orchestration for conversational turn management and context handlingReal-time streaming architecture (WebSockets, WebRTC, SIP) +8
AI Engineering Advanced

AI AIOps Engineer

An AI AIOps Engineer designs, deploys, and maintains intelligent systems that leverage machine learning and large language models …

Demand 8.7/10
AI Risk 20%
Salary $105,000-$215,000/yr
Time-series anomaly detection and forecasting (Prophet, ARIMA, neural forecasters)Distributed systems observability (metrics, logs, traces, profiling)ML pipeline design and MLOps for operational dataInfrastructure-as-Code and GitOps (Terraform, ArgoCD, Pulumi) +8
AI Content Intermediate

AI Content Pipeline Manager

An AI Content Pipeline Manager orchestrates the end-to-end creation, optimization, and distribution of content powered by large la…

Demand 8.7/10
AI Risk 25%
Salary $95,000-$165,000/yr
Prompt engineering and template design for multi-step LLM workflowsContent workflow orchestration using pipelines, DAGs, and automation toolsRetrieval-Augmented Generation (RAG) architecture and knowledge-base managementQuality assurance frameworks for AI-generated content including hallucination detection +8
AI Content Intermediate

AI Editor

An AI Editor is a hybrid content professional who curates, refines, and orchestrates AI-generated text, multimedia, and code outpu…

Demand 8.7/10
AI Risk 18%
Salary $72,000-$145,000/yr
Prompt engineering and prompt-template design for content generationAI output evaluation: hallucination detection, factual verification, and bias auditingEditorial judgment for tone, voice, narrative structure, and audience targetingBrand style guide creation and enforcement across AI-generated content +8
AI Content Intermediate

AI Content Reviewer

An AI Content Reviewer ensures that AI-generated text, images, audio, and multimodal outputs meet standards for accuracy, safety, …

Demand 8.7/10
AI Risk 25%
Salary $65,000-$135,000/yr
LLM output evaluation against structured rubrics and style guidesHallucination detection and factual verification across domainsBias identification in language, framing, and representationAI safety and content policy enforcement (violence, self-harm, hate speech, misinformation) +8
AI Content Intermediate

AI Tone Optimization Specialist

An AI Tone Optimization Specialist engineers the emotional register, brand voice, and persuasive quality of AI-generated text acro…

Demand 8.7/10
AI Risk 20%
Salary $75,000-$170,000/yr
Advanced prompt engineering and system prompt architectureBrand voice taxonomy development and tone specification writingLLM API integration (OpenAI, Anthropic, open-source models)Tone evaluation framework design (rubrics, scoring, inter-rater reliability) +8
AI Content Advanced

AI Semantic Content Strategist

An AI Semantic Content Strategist designs, structures, and optimizes content ecosystems so that both humans and AI systems-search …

Demand 8.7/10
AI Risk 18%
Salary $95,000-$175,000/yr
Semantic SEO and AI-first content optimizationTaxonomy and ontology design for structured knowledge systemsEmbedding model selection and vector space analysisRAG (Retrieval-Augmented Generation) content pipeline architecture +8
AI Content Intermediate

AI Search Intent Analyst

An AI Search Intent Analyst decodes what users truly mean when they search, leveraging NLP models, semantic analysis, and intent t…

Demand 8.7/10
AI Risk 25%
Salary $78,000-$142,000/yr
Search intent taxonomy design and hierarchical classificationNatural language processing for query understanding and disambiguationSemantic embedding generation and vector similarity analysisRetrieval-augmented generation (RAG) pipeline evaluation +8
AI Content Intermediate

AI Fact Verification Specialist

AI Fact Verification Specialists are the human-in-the-loop sentinels who validate the accuracy, provenance, and reliability of AI-…

Demand 8.7/10
AI Risk 20%
Salary $75,000-$135,000/yr
Claim extraction and decomposition from unstructured AI-generated textSource triangulation and cross-referencing across multiple authoritative databasesRetrieval-Augmented Generation (RAG) architecture understanding for verification workflowsPrompt engineering for chain-of-thought and chain-of-verification reasoning +8
AI Content Intermediate

AI Knowledge Base Operator

An AI Knowledge Base Operator designs, curates, structures, and maintains the information repositories that power AI-driven system…

Demand 8.7/10
AI Risk 25%
Salary $75,000-$145,000/yr
Information architecture and taxonomy design for AI consumptionDocument ingestion, cleaning, and chunking strategiesEmbedding model selection, fine-tuning, and evaluationVector database management (Pinecone, Weaviate, Chroma, Qdrant) +8
AI Marketing Intermediate

AI CRM Automation Specialist

An AI CRM Automation Specialist designs, deploys, and optimizes AI-powered workflows that transform how businesses manage customer…

Demand 8.7/10
AI Risk 15%
Salary $90,000-$165,000/yr
CRM platform configuration and customization (Salesforce, HubSpot, Dynamics 365)Workflow automation design using low-code and pro-code toolsLLM prompt engineering for CRM content generation and summarizationAPI integration and middleware orchestration (Zapier, Make, Tray.io) +8
AI Marketing Intermediate

AI Marketing Prompt Engineer

An AI Marketing Prompt Engineer designs, tests, and optimizes prompts and AI-driven workflows that power marketing content generat…

Demand 8.7/10
AI Risk 25%
Salary $85,000-$165,000/yr
Prompt engineering fundamentals: few-shot, chain-of-thought, system instructions, and structured output formattingMarketing funnel knowledge: awareness, consideration, conversion, retention, and how messaging shifts at each stageBrand voice calibration: creating and enforcing style guides within prompts to maintain tonal consistencyA/B testing and prompt evaluation: designing experiments to measure output quality, conversion lift, and engagement +8
AI Content Intermediate

AI Content Personalization Specialist

An AI Content Personalization Specialist designs, builds, and optimizes systems that tailor digital content-text, visuals, product…

Demand 8.7/10
AI Risk 25%
Salary $85,000-$165,000/yr
User segmentation and behavioral profiling using clustering and embedding techniquesPrompt engineering and LLM orchestration for dynamic content generationRecommendation system design (collaborative filtering, content-based, hybrid approaches)A/B and multivariate testing methodology with statistical rigor +8
AI Content Intermediate

AI Script Writer

An AI Script Writer crafts written narratives-video scripts, podcast outlines, ad copy, chatbot dialogues, and interactive experie…

Demand 8.7/10
AI Risk 25%
Salary $65,000-$135,000/yr
Narrative architecture and story structure across formats (video, audio, interactive, conversational)Prompt engineering for creative generation-few-shot, chain-of-thought, role-based prompting strategiesAI-assisted drafting and iterative editing using LLMs while maintaining brand voice consistencyScript formatting for production teams (shooting scripts, storyboards, teleprompter-ready copy) +8
AI Engineering Intermediate

AI Batch Processing Engineer

An AI Batch Processing Engineer designs, builds, and optimizes large-scale pipelines that process millions of data records through…

Demand 8.7/10
AI Risk 25%
Salary $105,000-$175,000/yr
Batch pipeline design and orchestration (Airflow, Prefect, Dagster)Python async programming and concurrency control for API workloadsLLM API integration (OpenAI, Anthropic, Cohere) with rate-limit handlingToken budget management and cost optimization strategies +8
AI Engineering Intermediate

AI Token Optimization Engineer

An AI Token Optimization Engineer specializes in minimizing LLM inference costs and latency by engineering prompts, managing conte…

Demand 8.7/10
AI Risk 25%
Salary $105,000-$185,000/yr
Deep understanding of tokenization algorithms (BPE, WordPiece, SentencePiece) and model-specific vocabulariesPrompt engineering and systematic prompt compression techniquesLLM API usage patterns, pricing models, and rate-limit managementRAG pipeline optimization including chunking strategies and context assembly +8
AI Content Intermediate

AI Cross-Platform Content Adaptor

An AI Cross-Platform Content Adaptor specializes in transforming, localizing, and optimizing content across diverse digital channe…

Demand 8.7/10
AI Risk 22%
Salary $78,000-$145,000/yr
Prompt engineering and multi-turn conversation designLLM API integration (OpenAI, Anthropic, Google Gemini)Multi-platform content strategy and format optimizationBrand voice encoding and consistency enforcement via system prompts +8
AI Content Intermediate

AI Long-Form Content Specialist

An AI Long-Form Content Specialist crafts high-depth articles, whitepapers, reports, guides, and thought-leadership pieces by blen…

Demand 8.7/10
AI Risk 20%
Salary $65,000-$160,000/yr
Advanced prompt engineering and multi-step prompt chain designLong-form content architecture and narrative structuringAI-assisted research synthesis and source verificationSEO content strategy including keyword clustering and search intent mapping +8
AI Content Intermediate

AI Multilingual Content Manager

An AI Multilingual Content Manager orchestrates the creation, translation, localization, and quality assurance of content across m…

Demand 8.7/10
AI Risk 22%
Salary $75,000-$145,000/yr
Prompt engineering for multilingual content generation and translationAI-assisted translation quality evaluation using MQM or DQF frameworksLocalization workflow design and automation across TMS platformsCultural adaptation and transcreation strategy for target markets +8
AI Content Intermediate

AI Infographic Content Planner

An AI Infographic Content Planner orchestrates the end-to-end creation of data-driven visual narratives by leveraging generative A…

Demand 8.7/10
AI Risk 25%
Salary $75,000-$140,000/yr
Data storytelling and information hierarchy designPrompt engineering for text summarization, narrative structuring, and image generationVisual design fundamentals: typography, color theory, layout grids, and whitespace managementContent strategy and audience segmentation for visual assets +8
AI Content Intermediate

AI Comment & Forum Analyst

An AI Comment & Forum Analyst leverages natural language processing, sentiment analysis, and large language models to extract acti…

Demand 8.7/10
AI Risk 25%
Salary $72,000-$135,000/yr
Sentiment analysis and opinion mining using NLP modelsTopic modeling and theme extraction from unstructured text corporaLLM prompt engineering for structured data extraction from commentsPython programming for data pipelines and API integrations +8
AI Marketing Advanced

AI Programmatic Advertising Specialist

An AI Programmatic Advertising Specialist designs, deploys, and optimizes machine-learning-driven campaigns across real-time biddi…

Demand 8.7/10
AI Risk 25%
Salary $95,000-$175,000/yr
Real-time bidding (RTB) mechanics and OpenRTB protocol fluencyDSP platform mastery (DV360, The Trade Desk, Amazon DSP, Meta Advantage+)Machine learning model development for bid optimization and audience propensityFirst-party data activation and Customer Data Platform (CDP) integration +8
AI Marketing Intermediate

AI Brand Safety Specialist

An AI Brand Safety Specialist safeguards a brand's reputation, voice integrity, and regulatory compliance across AI-powered market…

Demand 8.7/10
AI Risk 25%
Salary $95,000-$165,000/yr
Brand voice taxonomy design and enforcement across AI channelsPrompt engineering for brand-aligned LLM outputsContent moderation system configuration and threshold tuningAI output evaluation using rubric-based quality scoring +8
AI Marketing Intermediate

AI Push Notification Strategist

An AI Push Notification Strategist designs, optimizes, and orchestrates mobile and web push campaigns using machine learning model…

Demand 8.7/10
AI Risk 30%
Salary $95,000-$170,000/yr
LLM prompt engineering for persuasive, on-brand notification copy generationA/B and multivariate testing design with statistical significance analysisUser segmentation and cohort analysis using behavioral and demographic dataSend-time optimization modeling and real-time trigger logic +8
AI Marketing Intermediate

AI Event Marketing Automation Specialist

An AI Event Marketing Automation Specialist designs and deploys intelligent systems that personalize event outreach, optimize regi…

Demand 8.7/10
AI Risk 25%
Salary $82,000-$148,000/yr
LLM prompt engineering for event content generation and chatbot designMarketing automation platform configuration (HubSpot, Marketo, Pardot workflows)API integration and webhook management for event-CRM data synchronizationAudience segmentation using behavioral and firmographic data +8
AI Data & Analytics Intermediate

AI Business Intelligence Analyst

An AI Business Intelligence Analyst bridges traditional business intelligence with AI-powered analytics, using LLMs, machine learn…

Demand 8.7/10
AI Risk 25%
Salary $85,000-$165,000/yr
SQL mastery for complex queries, window functions, CTEs, and data warehouse optimizationPython for data analysis (pandas, numpy) and AI API integration (OpenAI SDK, LangChain)Prompt engineering and LLM output validation for business-critical queriesData visualization and storytelling with tools like Tableau, Power BI, or Looker +8
AI Data & Analytics Intermediate

AI Metadata Management Specialist

An AI Metadata Management Specialist designs, curates, and governs the structured metadata layers that make AI systems discoverabl…

Demand 8.7/10
AI Risk 25%
Salary $92,000-$165,000/yr
Metadata schema design and ontological modeling (Dublin Core, DCAT, schema.org extensions)Data lineage tracking and provenance documentation across ML pipelinesVector database cataloging and embedding index managementSemantic tagging, annotation taxonomy design, and controlled vocabulary curation +8
AI Data & Analytics Intermediate

AI Data Quality Analyst

An AI Data Quality Analyst ensures the accuracy, consistency, and fitness-for-purpose of datasets powering machine learning models…

Demand 8.7/10
AI Risk 25%
Salary $85,000-$145,000/yr
Statistical data profiling and anomaly detectionData labeling quality assessment and inter-annotator agreement metricsSQL mastery for complex data quality queries across large datasetsPython scripting for automated data validation and ETL quality checks +8
AI Data & Analytics Intermediate

AI ETL Automation Engineer

An AI ETL Automation Engineer designs, builds, and maintains intelligent data pipelines that leverage large language models, embed…

Demand 8.7/10
AI Risk 25%
Salary $95,000-$175,000/yr
Python programming with emphasis on data manipulation (pandas, polars, Pydantic)ETL/ELT pipeline design and orchestration (Airflow, Prefect, Dagster)LLM API integration (OpenAI, Anthropic, Azure OpenAI) for intelligent extractionPrompt engineering for structured data extraction from unstructured sources +8
AI Data & Analytics Intermediate

AI Data Lineage Analyst

An AI Data Lineage Analyst maps, monitors, and audits the complete lifecycle of data as it flows through AI and machine learning p…

Demand 8.7/10
AI Risk 18%
Salary $95,000-$165,000/yr
Data lineage graph modeling and DAG visualizationMetadata management and catalog design (Apache Atlas, DataHub, OpenMetadata)SQL fluency across multiple dialects (Postgres, BigQuery, Snowflake, Redshift)Python scripting for lineage extraction, API integration, and automation +8
AI Data & Analytics Advanced

AI Experiment Design Specialist

An AI Experiment Design Specialist architects rigorous, statistically sound experiments to evaluate, compare, and optimize AI mode…

Demand 8.7/10
AI Risk 15%
Salary $110,000-$185,000/yr
Experimental design and hypothesis formulation for AI systemsStatistical analysis including Bayesian methods, power analysis, and multi-armed banditsLLM evaluation metrics: faithfulness, hallucination detection, answer relevancy, context recallPrompt engineering and systematic prompt variation methodology +8
AI Data & Analytics Intermediate

AI A/B Testing Analyst

An AI A/B Testing Analyst designs, executes, and interprets controlled experiments on AI-powered products and features-from LLM pr…

Demand 8.7/10
AI Risk 25%
Salary $95,000-$175,000/yr
Frequentist and Bayesian hypothesis testingExperiment design (A/B, A/B/n, multi-armed bandits, factorial designs)Statistical power analysis and sample size estimationPython for data analysis (pandas, scipy, statsmodels, numpy) +8
AI Data & Analytics Advanced

AI Anomaly Detection Engineer

An AI Anomaly Detection Engineer designs, builds, and maintains intelligent systems that automatically identify unusual patterns, …

Demand 8.7/10
AI Risk 25%
Salary $90,000-$160,000/yr
Proficiency in Python for data manipulation and model developmentDeep understanding of statistical hypothesis testing and outlier detection methodsExpertise in unsupervised and semi-supervised ML algorithms (e.g., Isolation Forest, One-Class SVM, Autoencoders)Experience with time-series analysis and forecasting for temporal anomaly detection +8
AI Data & Analytics Intermediate

AI Image Data Specialist

An AI Image Data Specialist curates, annotates, validates, and manages large-scale image datasets that fuel computer vision models…

Demand 8.7/10
AI Risk 25%
Salary $72,000-$135,000/yr
Image annotation taxonomy design for detection, segmentation, and classification tasksBounding box, polygon, semantic/instance segmentation, and keypoint labelingDataset curation, deduplication, and distribution balancing across classesQuality assurance pipelines including inter-annotator agreement (IAA) and consensus scoring +8
AI Data & Analytics Advanced

AI Graph Analytics Specialist

An AI Graph Analytics Specialist designs, builds, and optimizes knowledge graphs, graph neural networks, and network-analysis pipe…

Demand 8.7/10
AI Risk 20%
Salary $110,000-$195,000/yr
Graph data modeling and schema design (property graphs and RDF/OWL)Cypher, Gremlin, and SPARQL query languagesGraph neural networks (GCN, GAT, GraphSAGE) using PyTorch Geometric or DGLNetwork analysis metrics: centrality, community detection, PageRank, betweenness +8
AI Data & Analytics Intermediate

AI Behavioral Data Analyst

An AI Behavioral Data Analyst studies how humans interact with AI-powered products and systems, transforming raw behavioral signal…

Demand 8.7/10
AI Risk 20%
Salary $95,000-$170,000/yr
Behavioral event instrumentation and taxonomy design for AI productsSQL fluency across analytical warehouses (BigQuery, Snowflake, Redshift)Python-based exploratory data analysis with pandas, numpy, and scipyFunnel analysis, cohort analysis, and session-level AI interaction modeling +8
AI Data & Analytics Intermediate

AI Voice of Customer Analytics Specialist

An AI Voice of Customer Analytics Specialist harnesses natural language processing, large language models, and advanced analytics …

Demand 8.7/10
AI Risk 15%
Salary $95,000-$165,000/yr
Natural language processing fundamentals including tokenization, POS tagging, and named entity recognitionSentiment analysis and opinion mining across multilingual and multi-channel feedbackTopic modeling and theme extraction using LDA, BERTopic, and LLM-based approachesPrompt engineering for structured insight extraction from customer feedback using GPT-4, Claude, or open-source LLMs +8
AI Design & Creative Intermediate

AI Image Generation Specialist

An AI Image Generation Specialist harnesses generative AI models-such as Stable Diffusion, Midjourney, and DALL·E-to produce high-…

Demand 8.7/10
AI Risk 20%
Salary $72,000-$148,000/yr
Prompt engineering and iterative prompt refinement for text-to-image modelsVisual composition, color theory, and art direction fundamentalsUnderstanding of diffusion model architectures (Stable Diffusion, SDXL, FLUX)Img2Img workflows including inpainting, outpainting, and image-to-image translation +8
AI Design & Creative Intermediate

AI Background Generation Specialist

An AI Background Generation Specialist creates photorealistic, stylized, or abstract backgrounds and environments using generative…

Demand 8.7/10
AI Risk 25%
Salary $72,000-$135,000/yr
Prompt engineering for visual generation (style, lighting, mood, negative prompts)ControlNet configuration (depth maps, edge detection, pose, segmentation)Img2Img refinement and inpainting / outpainting workflowsColor theory, composition, and visual storytelling fundamentals +8
AI Design & Creative Intermediate

AI Illustration Automation Specialist

An AI Illustration Automation Specialist designs and maintains end-to-end pipelines that leverage generative AI models - such as S…

Demand 8.7/10
AI Risk 15%
Salary $75,000-$155,000/yr
Prompt engineering for consistent visual output across diverse illustration stylesStable Diffusion model ecosystem mastery (SD 1.5, SDXL, Flux) including samplers and schedulersLoRA and DreamBooth fine-tuning for brand-specific or character-specific style transferControlNet architecture for composition, pose, depth, and edge-guided generation +8
AI Design & Creative Intermediate

AI Brand Guidelines Designer

An AI Brand Guidelines Designer crafts the strategic rulebooks, prompt architectures, and design systems that ensure AI-generated …

Demand 8.7/10
AI Risk 25%
Salary $75,000-$150,000/yr
Brand strategy and identity architecturePrompt engineering for text-to-image and text generation modelsDesign system thinking with tokens, variables, and rule hierarchiesVisual grammar analysis (color theory, typography, composition rules encoded as parameters) +8
AI Design & Creative Intermediate

AI Wireframe Generator

AI Wireframe Generators harness generative AI, prompt engineering, and UX design principles to rapidly produce wireframes, low-fid…

Demand 8.7/10
AI Risk 35%
Salary $72,000-$135,000/yr
Prompt engineering for layout and visual generationInformation architecture and content hierarchy designRapid wireframing and low-fidelity prototypingFigma proficiency including auto-layout, components, and design systems +8
AI Design & Creative Intermediate

AI Prototype Designer

AI Prototype Designers rapidly conceptualize, build, and iterate on functional AI-powered prototypes-from conversational agents an…

Demand 8.7/10
AI Risk 25%
Salary $95,000-$165,000/yr
Prompt engineering and prompt architecture designRAG pipeline design including chunking strategies, embedding selection, and retrieval evaluationRapid UI prototyping with Streamlit, Gradio, or ChainlitAPI integration for OpenAI, Anthropic, Google, and open-source model endpoints +8
AI Design & Creative Intermediate

AI Micro-interaction Designer

An AI Micro-interaction Designer crafts the subtle, moment-by-moment touchpoints between humans and AI systems - from typing indic…

Demand 8.7/10
AI Risk 15%
Salary $90,000-$165,000/yr
Micro-interaction choreography (triggers, rules, feedback, loops, modes)AI output state design - handling streaming, partial, confident, uncertain, and error statesProgressive disclosure and information architecture for non-deterministic contentMotion design and animation timing for AI feedback loops +8
AI Design & Creative Intermediate

AI Animation Generator

An AI Animation Generator designs, prompts, and orchestrates AI-powered tools to produce motion graphics, character animations, an…

Demand 8.7/10
AI Risk 25%
Salary $68,000-$140,000/yr
Prompt engineering for text-to-video and image-to-video modelsUnderstanding of animation principles - timing, easing, anticipation, squash-and-stretchControlNet and depth/pose conditioning for controllable generationTemporal consistency techniques - frame interpolation, optical flow refinement +8
AI Design & Creative Intermediate

AI Design Prompt Specialist

An AI Design Prompt Specialist bridges creative direction and generative AI, crafting precise text prompts, parameter configuratio…

Demand 8.7/10
AI Risk 35%
Salary $72,000-$135,000/yr
Prompt architecture design with multi-layered style, subject, composition, and modifier controlNegative prompt engineering for quality assurance and artifact eliminationVisual design literacy including color theory, typography, layout principles, and brand consistencyGenerative model parameter tuning (CFG scale, steps, samplers, seed management, upscaling) +8
AI Design & Creative Intermediate

AI Creative Workflow Automation Specialist

An AI Creative Workflow Automation Specialist designs, builds, and maintains intelligent pipelines that connect generative AI tool…

Demand 8.7/10
AI Risk 20%
Salary $95,000-$175,000/yr
Prompt engineering and prompt chaining across text, image, and video modelsLLM orchestration using LangChain, LlamaIndex, or similar frameworksAPI integration and RESTful service design for creative AI toolsPython scripting for automation, data transformation, and pipeline construction +8
AI Product & Strategy Advanced

AI Product Requirements Specialist

An AI Product Requirements Specialist translates ambiguous business needs and stakeholder goals into precise, technically feasible…

Demand 8.7/10
AI Risk 20%
Salary $95,000-$175,000/yr
AI and LLM fundamentals - transformer architecture concepts, token economics, model capabilities and limitationsRequirements engineering for probabilistic systems - writing acceptance criteria that handle non-deterministic outputsPrompt engineering literacy - understanding prompt design, few-shot patterns, system prompts, and guardrailsUser story mapping adapted for AI features - defining intent, context, expected AI behavior, and fallback paths +8
AI Product & Strategy Intermediate

AI Consumer Behavior Analyst

An AI Consumer Behavior Analyst leverages machine learning models, NLP pipelines, and behavioral data platforms to decode how cons…

Demand 8.7/10
AI Risk 25%
Salary $95,000-$175,000/yr
Behavioral cohort analysis and funnel diagnosticsNLP-based sentiment analysis and opinion mining at scaleCustomer journey mapping with AI-augmented touchpoint identificationStatistical hypothesis testing (A/B testing, Bayesian methods) for consumer experiments +8
AI Product & Strategy Intermediate

AI KPI Framework Designer

An AI KPI Framework Designer architects measurement systems that connect AI model performance to business outcomes, ensuring organ…

Demand 8.7/10
AI Risk 15%
Salary $105,000-$175,000/yr
KPI taxonomy design - defining leading, lagging, and guardrail metrics hierarchiesAI model evaluation literacy - understanding precision, recall, F1, BLEU, ROUGE, hallucination rates, and latency benchmarksOKR and goal-setting frameworks applied to AI initiativesStatistical significance testing and experiment design (A/B, multivariate, causal inference basics) +8
AI Legal & Compliance Intermediate

AI Cookie & Consent Management Specialist

An AI Cookie & Consent Management Specialist designs, deploys, and continuously optimizes AI-augmented consent orchestration syste…

Demand 8.7/10
AI Risk 30%
Salary $85,000-$155,000/yr
Global privacy regulation literacy (GDPR Art. 5-7, CCPA/CPRA, ePrivacy, LGPD, DPDP Act, POPIA)Consent Management Platform administration (OneTrust, Cookiebot, TrustArc, Osano, Didomi)Cookie and tracking technology forensics (cookie audits, pixel detection, fingerprinting identification)AI-powered compliance automation (LLM prompt engineering for policy generation, anomaly detection models) +8
AI Finance & Investment Intermediate

AI Accounting Automation Specialist

An AI Accounting Automation Specialist designs and deploys intelligent systems that replace manual bookkeeping, reconciliation, in…

Demand 8.7/10
AI Risk 15%
Salary $82,000-$148,000/yr
Financial accounting fundamentals (GAAP/IFRS, double-entry, chart of accounts)Python programming for data manipulation and API orchestrationLLM prompt engineering for financial document understanding and classificationOCR and intelligent document processing (IDP) pipeline design +8
AI Finance & Investment Advanced

AI Treasury Automation Specialist

An AI Treasury Automation Specialist designs, deploys, and maintains intelligent systems that automate cash management, liquidity …

Demand 8.7/10
AI Risk 20%
Salary $95,000-$185,000/yr
Cash flow forecasting using time-series ML (Prophet, ARIMA, LSTM)Treasury Management Systems (TMS) configuration and API integrationLLM-based document parsing for bank agreements, covenants, and compliance docsAnomaly detection and fraud flagging in payment flows +8
AI Finance & Investment Intermediate

AI Budget Forecasting Specialist

An AI Budget Forecasting Specialist leverages machine learning models, predictive analytics, and AI-driven financial tools to buil…

Demand 8.7/10
AI Risk 25%
Salary $95,000-$175,000/yr
Time-series forecasting (ARIMA, Prophet, DeepAR, Temporal Fusion Transformers)Financial planning and analysis (FP&A) fundamentals - P&L, balance sheet, cash flow modelingPython for data science - pandas, NumPy, scikit-learn, statsmodelsSQL and data warehousing for extracting and transforming financial data at scale +8
AI Operations & Logistics Intermediate

AI Asset Lifecycle Manager

An AI Asset Lifecycle Manager governs every AI artifact an organization creates or consumes - models, datasets, prompt templates, …

Demand 8.7/10
AI Risk 25%
Salary $105,000-$175,000/yr
AI/ML model registry management and version controlDataset provenance tracking and data lineage documentationCost optimization for inference, training, and storage across cloud providersAI model licensing, copyright, and open-source compliance +8
AI Customer Experience Intermediate

AI Conversational Flow Designer

An AI Conversational Flow Designer architects the logic, dialogue trees, fallback strategies, and personality of AI-powered custom…

Demand 8.7/10
AI Risk 25%
Salary $78,000-$155,000/yr
Conversational UX design and dialogue architecturePrompt engineering and LLM behavior tuningIntent classification and entity/slot-filling schema designCustomer journey mapping for conversational channels +8
AI Customer Experience Intermediate

AI Helpdesk AI Specialist

An AI Helpdesk AI Specialist designs, deploys, and continuously improves AI-powered support systems - including intelligent chatbo…

Demand 8.7/10
AI Risk 15%
Salary $85,000-$155,000/yr
Prompt engineering and system-prompt design for support personasRetrieval-Augmented Generation (RAG) pipeline design and tuningConversation flow design and multi-turn dialog managementVector database administration (indexing, chunking, embedding strategies) +8
AI Customer Experience Intermediate

AI Sentiment Analysis Specialist

An AI Sentiment Analysis Specialist leverages natural language processing, large language models, and emotion-detection algorithms…

Demand 8.7/10
AI Risk 25%
Salary $95,000-$175,000/yr
Natural Language Processing fundamentals - tokenization, embeddings, POS tagging, dependency parsingTransformer architectures and fine-tuning - BERT, RoBERTa, DeBERTa, and domain-adapted variantsAspect-Based Sentiment Analysis (ABSA) - extracting entity-attribute-opinion triplesPrompt engineering and LLM-based sentiment extraction using OpenAI, Claude, or open-source models +8
AI Customer Experience Intermediate

AI Net Promoter Score Analyst

An AI Net Promoter Score Analyst leverages machine learning, natural language processing, and generative AI to transform how organ…

Demand 8.7/10
AI Risk 25%
Salary $78,000-$142,000/yr
NPS survey design and methodology (relationship vs. transactional NPS)Python-based data wrangling with pandas, NumPy, and polarsSentiment analysis and text classification using transformer modelsPrompt engineering for LLM-powered feedback categorization +8
AI Customer Experience Intermediate

AI Voice of Customer Analyst

An AI Voice of Customer (VoC) Analyst leverages large language models, NLP pipelines, and analytics platforms to systematically ex…

Demand 8.7/10
AI Risk 25%
Salary $82,000-$155,000/yr
Natural Language Processing (NLP) fundamentals and text preprocessingSentiment analysis model selection, fine-tuning, and validationPrompt engineering for LLM-based insight extractionTopic modeling and thematic analysis (LDA, BERTopic, zero-shot classification) +8
AI Customer Experience Intermediate

AI Customer Satisfaction Analyst

An AI Customer Satisfaction Analyst leverages natural language processing, sentiment analysis, and predictive modeling to transfor…

Demand 8.7/10
AI Risk 25%
Salary $78,000-$145,000/yr
Natural language processing and text classificationSentiment analysis and opinion mining at scalePython programming for data pipelines and ML workflowsSQL for querying customer databases and feedback repositories +8
AI Customer Experience Intermediate

AI Customer Journey Designer

An AI Customer Journey Designer architects end-to-end customer experiences that weave intelligent automation, personalization engi…

Demand 8.7/10
AI Risk 25%
Salary $95,000-$170,000/yr
Customer journey mapping and service blueprintingPrompt engineering for conversational AI and LLMsBehavioral analytics and cohort-based funnel analysisPersonalization strategy and recommendation logic design +8
AI Customer Experience Intermediate

AI Onboarding Experience Designer

An AI Onboarding Experience Designer crafts the first-touch journeys that turn confused first-time users into confident power user…

Demand 8.7/10
AI Risk 25%
Salary $95,000-$165,000/yr
User journey mapping for AI-first product experiencesConversational UX design and prompt template architectureBehavioral psychology applied to technology adoption curvesPrototyping AI interaction flows using Figma, Framer, or code-based tools +8
AI Customer Experience Intermediate

AI Customer Segmentation Specialist

An AI Customer Segmentation Specialist uses machine learning, clustering algorithms, and large language models to partition custom…

Demand 8.7/10
AI Risk 18%
Salary $92,000-$168,000/yr
Customer data modeling and feature engineering for segmentationClustering algorithms (K-Means, DBSCAN, hierarchical, Gaussian Mixture Models)Embedding-based segmentation using transformer models and vector databasesSQL and Python for customer data extraction, cleaning, and transformation +8
AI Customer Experience Intermediate

AI Unified Customer Profile Specialist

An AI Unified Customer Profile Specialist orchestrates the consolidation of fragmented customer data across dozens of touchpoints …

Demand 8.7/10
AI Risk 20%
Salary $95,000-$170,000/yr
Identity resolution and entity matching across fragmented data sourcesCustomer Data Platform architecture and configuration (mParticle, Segment, Tealium)SQL and Python for data transformation and profile enrichmentMachine learning for probabilistic matching and deduplication +8
AI Customer Experience Intermediate

AI Churn Prediction Specialist

An AI Churn Prediction Specialist designs, deploys, and maintains machine-learning systems that identify customers at risk of leav…

Demand 8.7/10
AI Risk 20%
Salary $90,000-$165,000/yr
Supervised classification (logistic regression, gradient boosting, neural networks)Feature engineering on behavioral, transactional, and engagement dataHandling class imbalance with SMOTE, focal loss, and sampling strategiesModel evaluation for imbalanced problems (PR-AUC, lift charts, calibration) +8
AI Customer Experience Intermediate

AI First Contact Resolution Specialist

An AI First Contact Resolution Specialist designs, tunes, and optimizes AI-powered customer interaction systems to resolve issues …

Demand 8.7/10
AI Risk 20%
Salary $78,000-$145,000/yr
Conversational AI design and dialogue-flow engineeringPrompt engineering for multi-turn customer interactionsRetrieval-Augmented Generation (RAG) pipeline constructionCustomer intent classification and entity extraction +8
AI Customer Experience Intermediate

AI Customer Effort Score Analyst

An AI Customer Effort Score Analyst leverages machine learning, NLP, and generative AI to measure, diagnose, and reduce friction a…

Demand 8.7/10
AI Risk 25%
Salary $78,000-$142,000/yr
Customer Effort Score methodology design and benchmarkingNatural language processing for sentiment and effort extractionSurvey design and statistical sampling for CES measurementPrompt engineering for LLM-based feedback analysis pipelines +8
AI Customer Experience Intermediate

AI Proactive Notification Designer

An AI Proactive Notification Designer architects intelligent, context-aware notification systems that anticipate user needs and de…

Demand 8.7/10
AI Risk 25%
Salary $95,000-$175,000/yr
Notification journey mapping and trigger-flow architectureLLM prompt engineering for adaptive message generationBehavioral segmentation and user intent predictionA/B and multivariate testing of notification variables +8
AI Customer Experience Intermediate

AI Customer Data Platform Specialist

An AI Customer Data Platform Specialist architects, deploys, and optimizes AI-powered customer data ecosystems that unify behavior…

Demand 8.7/10
AI Risk 20%
Salary $95,000-$175,000/yr
Customer identity resolution and deterministic/probabilistic matchingSQL and Python for data transformation, ETL/ELT pipeline designCDP platform configuration (Segment, mParticle, Bloomreach, Tealium)Machine learning fundamentals: classification, clustering, propensity modeling +8
AI HR & People Operations Intermediate

AI Employer Branding AI Specialist

An AI Employer Branding AI Specialist leverages generative AI, automation pipelines, and data analytics to craft, scale, and optim…

Demand 8.7/10
AI Risk 25%
Salary $85,000-$155,000/yr
Employer value proposition (EVP) development and messaging architectureGenerative AI prompt engineering for recruitment marketing contentNLP-based sentiment analysis on employer review platforms and internal surveysAI-assisted A/B testing and content variant generation at scale +8
AI HR & People Operations Intermediate

AI Candidate Sourcing Specialist

An AI Candidate Sourcing Specialist leverages large language models, semantic search, and automation pipelines to identify, engage…

Demand 8.7/10
AI Risk 25%
Salary $78,000-$145,000/yr
Semantic candidate search using embeddings and vector databasesLLM prompt engineering for résumé parsing, job-candidate matching, and outreach generationPython scripting for API integrations (LinkedIn, GitHub, job boards, enrichment services)Talent pipeline architecture and funnel analytics +8
AI HR & People Operations Intermediate

AI New Hire Experience Designer

An AI New Hire Experience Designer architects intelligent, personalized onboarding journeys that leverage AI agents, conversationa…

Demand 8.7/10
AI Risk 25%
Salary $95,000-$165,000/yr
Onboarding journey mapping and experience architecturePrompt engineering and conversational AI designAdaptive learning system design using AI personalizationHR analytics and onboarding telemetry interpretation +8
AI HR & People Operations Intermediate

AI OKR Tracking Automation Specialist

An AI OKR Tracking Automation Specialist designs, deploys, and maintains intelligent systems that monitor, analyze, and optimize o…

Demand 8.7/10
AI Risk 15%
Salary $95,000-$170,000/yr
OKR methodology and framework design (Google-style, Balanced Scorecard hybrid)Python scripting for data ingestion, transformation, and API orchestrationLLM prompt engineering for summarization, classification, and insight generationWorkflow automation design using tools like n8n, Zapier, or LangChain agents +8
AI Engineering Intermediate

Prompt Engineer

Prompt Engineers design, test, and optimize natural-language instructions that control large language models (LLMs) and multimodal…

Demand 8.5/10
AI Risk 20%
Salary $90,000-$210,000/yr
LLM behavior analysis - understanding how models interpret instructions, context, and constraintsPrompt pattern design - zero-shot, few-shot, chain-of-thought, ReAct, tree-of-thought, and self-consistency techniquesRetrieval-Augmented Generation (RAG) architecture - chunking strategies, embedding selection, and context injectionEvaluation and benchmarking - building scoring rubrics, automated evals, and human-in-the-loop testing +8
AI Engineering Intermediate

AI PromptOps Engineer

An AI PromptOps Engineer designs, versions, monitors, and optimizes prompt pipelines for production LLM applications at scale, bri…

Demand 8.5/10
AI Risk 20%
Salary $105,000-$185,000/yr
Prompt design patterns (chain-of-thought, few-shot, ReAct, structured output)LLM API integration and parameter tuning across providersPrompt versioning, templating, and lifecycle managementAutomated evaluation pipeline design (accuracy, faithfulness, toxicity metrics) +8
AI Content Intermediate

AI SEO Specialist

An AI SEO Specialist merges deep search engine optimization expertise with proficiency in AI-driven content generation, semantic a…

Demand 8.5/10
AI Risk 20%
Salary $80,000-$155,000/yr
Advanced keyword research and search intent classificationAI prompt engineering for SEO-optimized content at scaleTechnical SEO auditing including crawlability, indexation, and Core Web VitalsStructured data and schema markup for AI search surface visibility +8
AI Content Intermediate

AI Translation Reviewer

An AI Translation Reviewer ensures the quality, accuracy, and cultural appropriateness of machine-translated content, bridging the…

Demand 8.5/10
AI Risk 20%
Salary $70,000-$120,000/yr
Bilingual or multilingual proficiency (C1/C2 level in at least one language pair)Deep understanding of translation theory and common error types (omission, addition, mistranslation, style)Proficiency in applying formal quality evaluation frameworks (e.g., MQM, DQF)Ability to analyze and interpret AI model outputs (understanding 'hallucinations', bias, and failure modes) +6
AI Content Intermediate

AI FAQ Systems Operator

An AI FAQ Systems Operator designs, deploys, and continuously optimizes AI-powered question-answering systems that serve as the fi…

Demand 8.5/10
AI Risk 20%
Salary $75,000-$140,000/yr
Retrieval-Augmented Generation (RAG) pipeline design and implementationPrompt engineering and system-prompt optimization for FAQ accuracyVector database management and embedding strategy selectionKnowledge-base curation, content structuring, and semantic chunking +8
AI Marketing Advanced

AI Performance Marketer

An AI Performance Marketer leverages artificial intelligence tools and data science to optimize marketing campaigns for maximum RO…

Demand 8.5/10
AI Risk 20%
Salary $95,000-$175,000/yr
Performance marketing strategy (Google Ads, Meta Ads, Programmatic)Marketing data analysis and visualization (SQL, BigQuery, Tableau)Python for data manipulation and API integrationA/B testing and statistical significance interpretation +8
AI Marketing Advanced

AI Campaign Automation Specialist

The AI Campaign Automation Specialist designs, builds, and orchestrates intelligent marketing campaigns using AI models, automatio…

Demand 8.5/10
AI Risk 20%
Salary $90,000-$150,000/yr
Marketing Automation Platform Mastery (e.g., HubSpot, Marketo)LLM Integration & Prompt Engineering for Content GenerationCampaign Workflow Architecture & DAG DesignMarketing Data Pipelines & Customer Data Platforms (CDPs) +6
AI Marketing Intermediate

AI Audience Segmentation Analyst

An AI Audience Segmentation Analyst leverages machine learning, data science, and marketing domain expertise to build and manage d…

Demand 8.5/10
AI Risk 20%
Salary $80,000-$140,000/yr
Statistical Modeling & Cluster Analysis (K-Means, DBSCAN, Latent Class Analysis)Customer Data Platform (CDP) Architecture & ImplementationAdvanced SQL for Data Extraction & TransformationPython for Data Science (Pandas, Scikit-learn, NumPy) +7
AI Content Intermediate

AI Localization Specialist

An AI Localization Specialist adapts AI-generated content - from chatbot responses and knowledge base articles to product UI strin…

Demand 8.5/10
AI Risk 20%
Salary $72,000-$135,000/yr
Advanced prompt engineering for multilingual content generationMachine translation post-editing (MTPE) with quality estimation awarenessCross-cultural communication and transcreation methodologyTerminology management and glossary design for AI training data +8
AI Engineering Advanced

AI Embedding Systems Engineer

An AI Embedding Systems Engineer designs, builds, and optimizes the infrastructure that transforms unstructured data (text, images…

Demand 8.5/10
AI Risk 20%
Salary $120,000-$200,000/yr
Embedding Model Selection & Fine-TuningVector Database Architecture & Administration (Pinecone, Weaviate, Milvus)High-Throughput Data Pipeline Design (Airflow, Spark, Kafka)Approximate Nearest Neighbor (ANN) Algorithm Implementation & Tuning +8
AI Engineering Intermediate

AI Structured Output Engineer

An AI Structured Output Engineer designs, validates, and optimizes pipelines that transform raw LLM responses into reliable, schem…

Demand 8.5/10
AI Risk 20%
Salary $110,000-$185,000/yr
JSON Schema design and validation (draft 2020-12, OpenAPI-compatible schemas)Pydantic v2 data modeling with strict mode, discriminated unions, and custom validatorsPrompt engineering specifically for structured extraction and constrained generationLLM function calling and tool-use architecture (OpenAI, Anthropic, Google Gemini) +8
AI Engineering Advanced

AI Model Serving Engineer

An AI Model Serving Engineer specializes in deploying, scaling, and maintaining machine learning models in production environments…

Demand 8.5/10
AI Risk 20%
Salary $120,000-$220,000/yr
Model Serialization & Format Conversion (ONNX, TorchScript)Serving Frameworks (TensorFlow Serving, TorchServe, NVIDIA Triton)Containerization & Orchestration (Docker, Kubernetes)Performance Optimization (Quantization, Pruning, Batching) +8
AI Engineering Advanced

AI Logging & Monitoring Engineer

An AI Logging & Monitoring Engineer designs, implements, and maintains the critical observability infrastructure for AI/ML systems…

Demand 8.5/10
AI Risk 20%
Salary $105,000-$180,000/yr
Designing and implementing centralized logging architecturesMastery of the Observability Triad: Logs, Metrics, and TracesUnderstanding of AI/ML model lifecycle and failure modesProficiency with cloud-native monitoring services (AWS, GCP, Azure) +6
AI Content Intermediate

AI Case Study Writer

An AI Case Study Writer crafts narrative-driven, technically grounded stories of how organizations deploy AI solutions to solve re…

Demand 8.5/10
AI Risk 20%
Salary $75,000-$155,000/yr
Long-form narrative writing and editorial storytellingTechnical fluency in ML/AI concepts: LLMs, RAG, fine-tuning, embeddings, model evaluationStakeholder interviewing and information extraction from technical teamsSEO-driven content strategy and keyword research for B2B tech audiences +8
AI Content Intermediate

AI Content A/B Testing Specialist

An AI Content A/B Testing Specialist designs and analyzes experiments to optimize AI-generated text, images, and UX copy, driving …

Demand 8.5/10
AI Risk 20%
Salary $90,000-$150,000/yr
A/B Testing & Experimentation MethodologyStatistical Significance Analysis (p-values, confidence intervals, power)AI Prompt Engineering for Content VariationContent Performance Metrics (CTR, conversion rate, engagement time) +6
AI Content Intermediate

AI Review Content Analyst

An AI Review Content Analyst evaluates, audits, and improves AI-generated text, images, and multimedia content to ensure factual a…

Demand 8.5/10
AI Risk 20%
Salary $68,000-$125,000/yr
AI content quality evaluation and rubric designLLM output analysis including hallucination, bias, and factuality detectionPrompt engineering for content generation and evaluation tasksData-driven content scoring using quantitative and qualitative metrics +8
AI Marketing Advanced

AI Neuromarketing Analyst

An AI Neuromarketing Analyst applies machine learning, deep learning, and generative AI to decode consumer neural, biometric, and …

Demand 8.5/10
AI Risk 20%
Salary $75,000-$195,000/yr
EEG and biometric signal preprocessing and artifact rejectionEye-tracking data analysis including fixation, saccade, and heatmap interpretationFacial action coding system (FACS) and automated facial expression analysisMachine learning for time-series classification of neural and physiological data +8
AI Data & Analytics Intermediate

AI Reporting Automation Specialist

An AI Reporting Automation Specialist designs, builds, and maintains intelligent pipelines that transform raw data into scheduled,…

Demand 8.5/10
AI Risk 25%
Salary $78,000-$140,000/yr
Advanced SQL for data extraction, aggregation, and complex joins across multiple sourcesPython scripting with pandas, polars, and scheduled task orchestrationPrompt engineering for generating accurate, context-aware report narrativesETL/ELT pipeline design and orchestration using Airflow, Prefect, or Dagster +8
AI Data & Analytics Advanced

AI Statistical Modeling Specialist

An AI Statistical Modeling Specialist designs, validates, and deploys statistical and probabilistic models enhanced by modern AI t…

Demand 8.5/10
AI Risk 20%
Salary $95,000-$175,000/yr
Probability theory and mathematical statistics (frequentist & Bayesian)Bayesian inference and probabilistic programming (PyMC, Stan, NumPyro, Edward)Causal inference methodology (do-calculus, DAGs, propensity scoring, diff-in-diff, synthetic control)Generalized linear models and mixed-effects / hierarchical modeling +8
AI Data & Analytics Advanced

AI Self-Service Analytics Designer

An AI Self-Service Analytics Designer architects AI-powered tools and conversational interfaces that empower non-technical busines…

Demand 8.5/10
AI Risk 20%
Salary $90,000-$165,000/yr
Advanced SQL and data modeling for analytical workloadsSemantic layer and metrics store design (e.g., dbt metrics, Cube.dev)Prompt engineering for structured data query generationNatural language to SQL (NL-to-SQL) pipeline architecture +8
AI Design & Creative Intermediate

AI Visual Prompt Designer

An AI Visual Prompt Designer crafts precise, creative text prompts and control configurations that guide generative AI models-such…

Demand 8.5/10
AI Risk 25%
Salary $70,000-$145,000/yr
Text-to-image prompt engineering across major platforms (Midjourney, DALL·E, Stable Diffusion, Flux)Advanced negative prompting and prompt weighting syntaxVisual aesthetics, composition, color theory, and art direction fundamentalsControlNet usage for spatial, pose, edge, and depth-guided generation +8
AI Design & Creative Intermediate

AI Design QA Specialist

An AI Design QA Specialist ensures that AI-generated creative outputs-UI mockups, marketing visuals, product imagery, layout proto…

Demand 8.5/10
AI Risk 20%
Salary $80,000-$150,000/yr
AI-generated visual quality assessment and defect taxonomy designBrand guideline interpretation and automated compliance checking for AI outputsPrompt engineering for design testing (adversarial, boundary, and regression prompts)Accessibility auditing of AI-generated interfaces (WCAG 2.2 AA/AAA standards) +8
AI Legal & Compliance Expert

AI GDPR Compliance Specialist

An AI GDPR Compliance Specialist bridges the gap between technical AI development and global data privacy law, ensuring that machi…

Demand 8.5/10
AI Risk 20%
Salary $120,000-$190,000/yr
Deep expertise in GDPR, ePrivacy, and global privacy frameworks (CCPA, LGPD, etc.)Understanding of AI/ML lifecycle: data collection, training, deployment, monitoringProficiency in Data Protection Impact Assessments (DPIAs) for AI systemsData mapping and lineage tracking for complex ML pipelines +6
AI Operations & Logistics Expert

AI Safety Stock Optimization Specialist

An AI Safety Stock Optimization Specialist designs and implements intelligent, adaptive systems to dynamically calculate and maint…

Demand 8.5/10
AI Risk 20%
Salary $105,000-$175,000/yr
Time-Series Forecasting & Probabilistic ModelingInventory Optimization Algorithms (e.g., multi-echelon, stochastic)Python for Data Science & ML Engineering (Pandas, Scikit-learn, PyTorch/TF)Advanced SQL for Complex Data Extraction +8
AI Operations & Logistics Intermediate

AI Cross-Docking Specialist

An AI Cross-Docking Specialist designs, operates, and optimizes real-time pipelines that receive outputs from one AI system-models…

Demand 8.5/10
AI Risk 20%
Salary $95,000-$165,000/yr
Multi-model orchestration and DAG-based workflow designAPI integration and schema negotiation across heterogeneous AI servicesReal-time data transformation and format mapping (JSON, Protobuf, Avro)Latency optimization and SLA-driven pipeline engineering +8
AI Operations & Logistics Intermediate

AI Last-Mile Delivery Optimizer

An AI Last-Mile Delivery Optimizer designs and deploys intelligent systems that solve the most expensive segment of the supply cha…

Demand 8.5/10
AI Risk 20%
Salary $110,000-$185,000/yr
Python Programming for Data Pipelines & ModelingSQL for Data Extraction & WarehousingClassical & Metaheuristic Optimization Algorithms (e.g., VRP solvers)Machine Learning for Predictive Modeling (ETAs, Demand Forecasting) +7
AI Operations & Logistics Intermediate

AI Customs & Trade Compliance Specialist

An AI Customs & Trade Compliance Specialist leverages artificial intelligence to navigate the complex, ever-changing landscape of …

Demand 8.5/10
AI Risk 20%
Salary $95,000-$165,000/yr
Deep knowledge of HS/HTS tariff classification and trade agreementsProficiency with AI-powered compliance platforms and trade management systemsData analysis and visualization for duty savings and audit reportingRisk assessment and mitigation for cross-border transactions +8
AI Customer Experience Intermediate

AI Ticket Routing Automation Specialist

An AI Ticket Routing Automation Specialist designs, deploys, and optimizes intelligent systems that automatically classify, priori…

Demand 8.5/10
AI Risk 20%
Salary $85,000-$155,000/yr
Natural Language Processing for intent classification and entity extractionPrompt engineering and LLM orchestration for ticket understandingText embedding generation and vector similarity search for semantic routingCustomer support workflow design and escalation policy modeling +8
AI Customer Experience Intermediate

AI Review Mining Specialist

An AI Review Mining Specialist leverages large language models, sentiment analysis, and NLP pipelines to extract actionable intell…

Demand 8.5/10
AI Risk 25%
Salary $78,000-$145,000/yr
Natural language processing fundamentals (tokenization, POS tagging, NER)Sentiment analysis and aspect-based sentiment classificationLarge language model prompt engineering and output parsingWeb scraping and API-based review data ingestion +8
AI Customer Experience Intermediate

AI Behavioral Targeting Specialist

An AI Behavioral Targeting Specialist leverages machine learning, behavioral analytics, and real-time data systems to deliver hype…

Demand 8.5/10
AI Risk 25%
Salary $90,000-$160,000/yr
Behavioral event analytics and customer journey mappingAudience segmentation and clustering using unsupervised MLPropensity modeling and predictive scoring (purchase, churn, engagement)A/B and multivariate testing with statistical significance analysis +8
AI Customer Experience Intermediate

AI Support Knowledge Base Designer

An AI Support Knowledge Base Designer architects, curates, and optimizes structured and unstructured knowledge repositories that p…

Demand 8.5/10
AI Risk 25%
Salary $95,000-$175,000/yr
Information architecture and taxonomy designRetrieval-Augmented Generation (RAG) pipeline designTechnical writing with SEO and clarity optimizationEmbedding model selection, fine-tuning, and evaluation +8
AI Customer Experience Intermediate

AI Customer Insight Analyst

An AI Customer Insight Analyst leverages large language models, natural language processing, and advanced analytics to transform r…

Demand 8.5/10
AI Risk 20%
Salary $78,000-$145,000/yr
Natural Language Processing fundamentals (tokenization, embeddings, sentiment, topic modeling)Prompt engineering for customer-data extraction and summarizationPython for data wrangling, NLP pipelines, and API integrationsSQL for querying customer databases, CRM data warehouses, and product event logs +8
AI Security & Trust Advanced

AI Dark Web Monitoring Specialist

An AI Dark Web Monitoring Specialist uses machine learning, natural language processing, and automated scraping frameworks to cont…

Demand 8.5/10
AI Risk 20%
Salary $110,000-$185,000/yr
Tor and I2P hidden service navigation and operational securityPython-based dark web scraping and crawling framework developmentNatural language processing for multilingual underground forum analysisThreat actor profiling and persona tracking across platforms +8
AI Content Intermediate

AI Wiki Builder

An AI Wiki Builder designs, generates, curates, and maintains living knowledge bases by leveraging large language models, retrieva…

Demand 8.2/10
AI Risk 25%
Salary $78,000-$155,000/yr
Information architecture and taxonomy design for scalable knowledge basesPrompt engineering for consistent, accurate wiki content generationRetrieval-augmented generation (RAG) pipeline design and implementationStructured content modeling (schemas, ontologies, metadata frameworks) +8
AI Content Intermediate

AI Press Release Automation Specialist

An AI Press Release Automation Specialist designs and operates AI-powered pipelines that generate, localize, optimize, distribute,…

Demand 8.2/10
AI Risk 25%
Salary $80,000-$145,000/yr
Prompt engineering and chain-of-thought design for corporate messagingRetrieval-Augmented Generation (RAG) architecture for brand-consistent contentPress release writing conventions (AP style, boilerplate, inverted pyramid, datelines)LLM orchestration using LangChain, LlamaIndex, or custom agent frameworks +8
AI Design & Creative Advanced

AI Typography Automation Specialist

An AI Typography Automation Specialist designs and deploys intelligent systems that automate font selection, typesetting, responsi…

Demand 8.2/10
AI Risk 15%
Salary $95,000-$175,000/yr
Typography fundamentals: kerning, tracking, leading, optical sizing, and typographic hierarchyVariable font technology and OpenType feature engineeringPython programming for design automation and data processingMachine learning fundamentals for classification, clustering, and recommendation systems +8
AI Customer Experience Intermediate

AI Intent Classification Specialist

An AI Intent Classification Specialist designs, trains, and continuously optimizes the natural language understanding layers that …

Demand 8.2/10
AI Risk 25%
Salary $75,000-$140,000/yr
Intent taxonomy design and hierarchical label architectureUtterance corpus curation, annotation strategy, and active learning loopsTransformer-based text classification fine-tuning (BERT, DistilBERT, DeBERTa)Evaluation metrics mastery - precision, recall, F1, confusion matrix analysis, and intent-level diagnostics +8
AI HR & People Operations Intermediate

AI Offboarding Automation Specialist

An AI Offboarding Automation Specialist designs and maintains intelligent systems that orchestrate the employee departure lifecycl…

Demand 8.2/10
AI Risk 15%
Salary $92,000-$155,000/yr
Offboarding process mapping and workflow decomposition across HR, IT, Finance, and LegalAI agent design using LangChain, LlamaIndex, or AutoGen for multi-step offboarding orchestrationPrompt engineering for exit survey analysis, sentiment extraction, and knowledge summarizationIdentity & Access Management (IAM) automation - SCIM provisioning/deprovisioning across SaaS platforms +8
AI Content Intermediate

AI Product Description Writer

An AI Product Description Writer crafts compelling, conversion-optimized product copy by leveraging large language models, prompt …

Demand 8.0/10
AI Risk 30%
Salary $55,000-$115,000/yr
Prompt engineering for product copy generationConversion-focused copywriting (AIDA, PAS, storytelling frameworks)SEO keyword research and on-page optimization for product pagesBrand voice development and consistency enforcement +8
AI Design & Creative Intermediate

AI Photo Retouching Specialist

An AI Photo Retouching Specialist combines deep photographic post-production expertise with AI-powered tools-such as generative in…

Demand 8.0/10
AI Risk 35%
Salary $65,000-$130,000/yr
Advanced Photoshop retouching (frequency separation, dodge-and-burn, luminosity masking)AI inpainting and outpainting with Stable Diffusion and Adobe FireflyNeural image upscaling and super-resolution using Real-ESRGAN and Topaz GigapixelColor theory, color grading, and color management across color spaces (sRGB, Adobe RGB, DCI-P3) +8
AI Data & Analytics Advanced

AI Feature Engineering Specialist

An AI Feature Engineering Specialist designs, extracts, transforms, and optimizes the input features that directly determine machi…

Demand 7.8/10
AI Risk 30%
Salary $105,000-$180,000/yr
Feature extraction from structured, semi-structured, and unstructured dataAdvanced Pandas and PySpark for large-scale data transformationCategorical encoding strategies (target encoding, frequency encoding, embeddings)Time-series feature engineering (lag features, rolling windows, Fourier terms) +8