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Financial Services and Fintech Careers

Explore 246 career paths in the Financial Services and Fintech industry. Compare salaries, AI risk, and future demand to plan your career transition.

246 Roles
8.8 Avg Demand
21% Avg AI Risk
246 Remote-Friendly
AI Engineering Intermediate

AI Copilot Engineer

An AI Copilot Engineer designs, builds, and ships intelligent assistant experiences embedded directly into software products, deve…

Demand 9.2/10
AI Risk 15%
Salary $120,000-$220,000/yr
Prompt engineering and orchestration (system prompts, few-shot, chain-of-thought, ReAct patterns)Retrieval-Augmented Generation (RAG) architecture including chunking, embedding, vector search, and re-rankingLLM API integration with OpenAI, Anthropic, Google Gemini, and open-source models via HuggingFacePython and TypeScript/JavaScript for building AI application backends and middleware +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 Infrastructure Engineer

AI Infrastructure Engineers design, build, and maintain the foundational systems that power machine learning workloads at scale - …

Demand 9.2/10
AI Risk 15%
Salary $140,000-$260,000/yr
Kubernetes orchestration and operator design for GPU workloadsGPU cluster management including multi-tenancy, scheduling (e.g., Slurm, Kubernetes device plugins), and utilization monitoringML model serving architectures (batch, real-time, streaming inference)Infrastructure as Code (Terraform, Pulumi) for reproducible AI environments +8
AI Engineering Advanced

AI Runtime Engineer

AI Runtime Engineers are the architects behind reliable, high-performance AI systems in production - owning model deployment, infe…

Demand 9.2/10
AI Risk 15%
Salary $120,000-$280,000/yr
Production model serving and inference pipeline architectureGPU/TPU resource management, scheduling, and utilization optimizationContainer orchestration with Kubernetes for AI workloads (including GPU-aware scheduling)Model quantization techniques (GPTQ, AWQ, GGUF, INT8/INT4) and their runtime trade-offs +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 Safety Systems Engineer

An AI Safety Systems Engineer designs, builds, and maintains the technical guardrails, monitoring systems, and alignment mechanism…

Demand 9.2/10
AI Risk 15%
Salary $130,000-$230,000/yr
Machine learning fundamentals including transformer architectures, fine-tuning, and inference pipelinesAI alignment techniques such as RLHF, Constitutional AI, and reward modelingRed teaming and adversarial testing of language models and multimodal systemsPrompt injection detection, jailbreak prevention, and input/output sanitization +8
AI Content Intermediate

AI Content Safety Reviewer

AI Content Safety Reviewers are the human-in-the-loop safeguard ensuring that generative AI systems produce outputs aligned with l…

Demand 9.2/10
AI Risk 25%
Salary $72,000-$135,000/yr
Content policy interpretation and enforcement across multiple jurisdictionsToxicity, bias, and fairness evaluation using structured rubrics and taxonomiesRed-teaming and adversarial prompt design for generative AI systemsAI model output evaluation including hallucination detection and factual accuracy +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 Chain-of-Thought Systems Engineer

An AI Chain-of-Thought Systems Engineer designs, orchestrates, and evaluates the complex reasoning pathways of AI agents. They are…

Demand 9.2/10
AI Risk 15%
Salary $135,000-$210,000/yr
Advanced prompt engineering and instruction tuningArchitecting multi-agent and chain-of-thought systems using graphs and state machinesDeep understanding of LLM failure modes, biases, and mitigation strategiesBuilding and operating rigorous evaluation (eval) pipelines for AI reasoning +6
AI Engineering Advanced

AI Platform Engineer

AI Platform Engineers design, build, and maintain the internal developer platforms and infrastructure that empower ML engineers an…

Demand 9.2/10
AI Risk 15%
Salary $130,000-$240,000/yr
Kubernetes for ML workloads (GPU scheduling, node pools, tolerations, operators)Infrastructure as Code (Terraform, Pulumi) for ML platform resourcesMLOps pipeline design (training, evaluation, deployment, rollback)Model serving and inference optimization (vLLM, TensorRT, ONNX Runtime, Triton) +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 Red Team Engineer

An AI Red Team Engineer systematically probes, attacks, and stress-tests AI systems-especially large language models-to uncover vu…

Demand 9.2/10
AI Risk 15%
Salary $130,000-$260,000/yr
Adversarial prompt engineering and jailbreak design for LLMsDeep understanding of transformer architectures, tokenization, and attention mechanismsPython proficiency for scripting attack pipelines and model instrumentationRed-team methodology: scoping, rules of engagement, threat modeling, and reporting +8
AI Engineering Advanced

AI Adversarial Testing Engineer

An AI Adversarial Testing Engineer specializes in systematically probing, stress-testing, and breaking AI systems to uncover vulne…

Demand 9.2/10
AI Risk 15%
Salary $130,000-$220,000/yr
Adversarial ML techniques (FGSM, PGD, C&W, backdoor attacks, data poisoning)LLM red-teaming: prompt injection, jailbreaking, indirect prompt injection, system prompt extractionPython programming for building custom attack tooling and automation scriptsML model evaluation and interpretability (SHAP, LIME, attention analysis) +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 Legal & Compliance Advanced

AI Industry Compliance Specialist

An AI Industry Compliance Specialist ensures that AI systems, workflows, and data pipelines conform to evolving global regulations…

Demand 9.2/10
AI Risk 18%
Salary $110,000-$195,000/yr
AI risk assessment and algorithmic impact analysisDeep understanding of the EU AI Act, NIST AI RMF, and ISO/IEC 42001GDPR, CCPA, and global data privacy regulation as applied to AI training dataModel documentation practices including Model Cards and Datasheets for Datasets +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 Legal & Compliance Advanced

AI Cross-Border Legal Specialist

An AI Cross-Border Legal Specialist navigates the intersection of artificial intelligence regulation, international data privacy l…

Demand 9.2/10
AI Risk 20%
Salary $120,000-$265,000/yr
International data privacy law (GDPR, PIPL, LGPD, PIPEDA, US state laws)EU AI Act classification and compliance mappingCross-border data transfer mechanisms (SCCs, BCRs, adequacy decisions, DPF)AI risk assessment and algorithmic impact auditing +8
AI Operations & Logistics Intermediate

AI Utility Cost Optimization Specialist

An AI Utility Cost Optimization Specialist analyzes, forecasts, and reduces the total cost of ownership of AI workloads across clo…

Demand 9.2/10
AI Risk 15%
Salary $105,000-$175,000/yr
Cloud cost analysis and FinOps principles (AWS Cost Explorer, GCP Billing, Azure Cost Management)LLM API usage profiling and token economics (OpenAI, Anthropic, Cohere pricing models)GPU/TPU resource management and spot instance strategyModel inference optimization (quantization, batching, caching, speculative decoding) +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 Expert

AI Red Team Specialist

AI Red Team Specialists systematically probe, attack, and stress-test AI systems-especially large language models-to uncover vulne…

Demand 9.2/10
AI Risk 15%
Salary $140,000-$280,000/yr
Adversarial machine learning fundamentals (evasion, extraction, poisoning, inference attacks)LLM architecture internals (transformer attention, tokenization, alignment techniques like RLHF/DPO)Prompt injection and jailbreak methodology (direct, indirect, multi-turn, multi-modal vectors)OWASP Top 10 for LLM Applications and emerging AI security standards +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 Privacy-Preserving AI Specialist

An AI Privacy-Preserving AI Specialist designs, implements, and audits AI systems that extract insights and build models while rig…

Demand 9.2/10
AI Risk 15%
Salary $130,000-$210,000/yr
Deep understanding of Differential Privacy (DP) theory and implementationExpertise in Federated Learning (FL) architectures and frameworksProficiency in Privacy-Preserving Machine Learning (PPML) techniques (Secure Multi-Party Computation, Homomorphic Encryption)Conducting Privacy Impact Assessments (PIAs) for AI systems +7
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 Responsible Disclosure Specialist

An AI Responsible Disclosure Specialist identifies, documents, and coordinates the ethical reporting of vulnerabilities, safety fa…

Demand 9.2/10
AI Risk 15%
Salary $120,000-$210,000/yr
Adversarial machine learning attack methodologies and taxonomyPrompt injection, jailbreak, and LLM-specific vulnerability discoveryCoordinated Vulnerability Disclosure (CVD) process design and executionTechnical report writing for security disclosures and advisories +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 Marketing Intermediate

AI Ad Creative Specialist

An AI Ad Creative Specialist leverages generative AI tools-text, image, video, and audio-to produce, test, and optimize advertisin…

Demand 9.1/10
AI Risk 15%
Salary $72,000-$145,000/yr
Generative AI prompt engineering for text, image, and video outputBrand voice and visual identity stewardship across AI-generated assetsPerformance marketing analytics (CTR, CPA, ROAS) and creative-to-outcome attributionA/B and multivariate testing methodology for ad creative +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 Intermediate

AI Data Compliance Specialist

AI Data Compliance Specialists ensure that datasets, model pipelines, and AI deployments adhere to evolving global regulations suc…

Demand 9.1/10
AI Risk 15%
Salary $95,000-$175,000/yr
Global data privacy regulation expertise (GDPR, CCPA/CPRA, LGPD, PIPL, APPI)EU AI Act risk classification and conformity assessmentData lineage tracking and provenance documentation for ML pipelinesPrivacy-preserving machine learning techniques (differential privacy, federated learning, data anonymization) +8
AI Data & Analytics Intermediate

AI Operations Analytics Specialist

An AI Operations Analytics Specialist monitors, measures, and optimizes the performance, cost, and reliability of AI-powered syste…

Demand 9.1/10
AI Risk 15%
Salary $95,000-$165,000/yr
LLM telemetry collection and aggregation (token counts, latency, model versions)Prompt-response quality scoring and evaluation pipeline designCost attribution and forecasting for multi-model, multi-tenant AI systemsSQL and analytical querying of operational and event-level 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 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 Product & Strategy Advanced

AI Product Manager

AI Product Managers sit at the intersection of machine learning capabilities, user experience design, and commercial strategy - ow…

Demand 9.1/10
AI Risk 15%
Salary $105,000-$195,000/yr
AI and machine learning fundamentals - understanding model types, training pipelines, inference trade-offs, and evaluation metricsLLM ecosystem fluency - transformer architectures, prompt design patterns, RAG architectures, fine-tuning strategies, and agent frameworksProduct strategy and roadmap ownership - defining AI product vision, prioritizing with RICE or ICE frameworks adapted for AI uncertaintyData-driven decision making - designing A/B tests for AI features, interpreting confidence intervals, and measuring AI-specific KPIs +8
AI Product & Strategy Advanced

AI Product Ethics Specialist

An AI Product Ethics Specialist ensures that AI-powered products are designed, deployed, and maintained in alignment with ethical …

Demand 9.1/10
AI Risk 15%
Salary $95,000-$195,000/yr
Algorithmic fairness and bias detection (disparate impact, demographic parity, equalized odds)AI risk assessment and impact analysis frameworksRegulatory literacy across jurisdictions (EU AI Act, NIST AI RMF, GDPR, CCPA)Technical fluency in ML model architectures, training pipelines, and evaluation metrics +8
AI Product & Strategy Advanced

AI Enterprise Product Manager

The AI Enterprise Product Manager owns the strategy, roadmap, and execution of AI-powered products that solve complex business pro…

Demand 9.1/10
AI Risk 15%
Salary $125,000-$215,000/yr
AI/ML fundamentals including transformer architectures, embeddings, fine-tuning, and RAG patternsProduct strategy and roadmap ownership for B2B enterprise softwareTechnical requirements writing for AI-powered features including model evaluation criteriaPrompt engineering and LLM application design at the system level +8
AI Legal & Compliance Advanced

AI Contract Generation Specialist

An AI Contract Generation Specialist designs, builds, and maintains AI-powered systems that draft, customize, and optimize legal c…

Demand 9.1/10
AI Risk 15%
Salary $95,000-$175,000/yr
Legal contract anatomy and clause-level analysis (boilerplate vs. bespoke)Prompt engineering for legal document generation with precision and enforceabilityRetrieval-Augmented Generation (RAG) architecture for clause libraries and precedent retrievalVector database design and semantic search for legal corpora (embeddings, chunking strategies) +8
AI Legal & Compliance Intermediate

AI Privacy Compliance Specialist

An AI Privacy Compliance Specialist bridges the gap between rapidly evolving AI systems and the complex web of global data protect…

Demand 9.1/10
AI Risk 20%
Salary $95,000-$175,000/yr
Global privacy regulation expertise (GDPR, CCPA/CPRA, LGPD, PIPL, EU AI Act)Data Protection Impact Assessment (DPIA) drafting and reviewAI training data lineage mapping and consent managementPrivacy-enhancing technologies (PETs): differential privacy, federated learning, homomorphic encryption, synthetic data generation +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 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 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 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 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 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 Intermediate

AI Ghostwriter

An AI Ghostwriter crafts high-quality written content-books, articles, speeches, thought-leadership posts, and marketing copy-on b…

Demand 9.0/10
AI Risk 25%
Salary $55,000-$165,000/yr
Advanced prompt engineering and multi-step prompt chainingVoice and tone calibration-capturing and reproducing a client's unique styleEditorial judgment for factual accuracy, coherence, and brand alignmentRetrieval-Augmented Generation (RAG) setup for fact-grounded content +8
AI Engineering Expert

AI Latency Optimization Engineer

An AI Latency Optimization Engineer is a specialized performance engineer who minimizes inference latency and maximizes throughput…

Demand 9.0/10
AI Risk 15%
Salary $130,000-$210,000/yr
Inference Optimization (quantization, distillation, pruning)GPU Architecture & CUDA ProgrammingML Framework Internals (PyTorch, TensorFlow Serving, Triton)System Profiling & Benchmarking (latency, throughput, memory) +6
AI Engineering Advanced

AI Cost Optimization Engineer

An AI Cost Optimization Engineer specializes in reducing and right-sizing the financial footprint of AI and ML workloads across cl…

Demand 9.0/10
AI Risk 15%
Salary $120,000-$210,000/yr
LLM token economics and prompt cost modelingGPU/accelerator utilization profiling and right-sizingCloud cost management across AWS, GCP, and Azure (FinOps)Model compression techniques: quantization, distillation, pruning, and sparsity +8
AI Engineering Advanced

AI Distillation Engineer

An AI Distillation Engineer specializes in compressing large-scale foundation models into smaller, faster, and cheaper student mod…

Demand 9.0/10
AI Risk 25%
Salary $120,000-$210,000/yr
Knowledge distillation theory and implementation (logit-based, feature-based, relation-based)PyTorch and Hugging Face Transformers for model training and evaluationQuantization techniques (GPTQ, AWQ, GGUF, INT8/INT4) and calibration data selectionModel architecture analysis - attention mechanisms, MoE routing, layer redundancy +8
AI Content Intermediate

AI Short-Form Content Specialist

An AI Short-Form Content Specialist leverages generative AI tools to ideate, script, produce, and optimize bite-sized video and te…

Demand 9.0/10
AI Risk 30%
Salary $65,000-$130,000/yr
Short-form video storytelling and hook-writing for sub-60-second formatsPrompt engineering for text, image, video, and audio generation modelsPlatform algorithm literacy (TikTok, Instagram Reels, YouTube Shorts ranking signals)AI-assisted video editing and post-production (captions, transitions, sound design) +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 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 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 Product & Strategy Advanced

AI Product Strategist

An AI Product Strategist bridges business vision with AI/ML capabilities to define, prioritize, and launch products powered by art…

Demand 9.0/10
AI Risk 20%
Salary $120,000-$220,000/yr
AI/ML Fundamentals - understanding transformer architectures, LLM capabilities and limits, RAG, fine-tuning, and embedding models at a conceptual levelProduct Lifecycle Management - scoping MVPs, defining success metrics, running discovery-to-delivery cycles for AI featuresPrompt Engineering and Evaluation - designing, testing, and iterating prompts and prompt chains; building evaluation harnessesMarket and Competitive Intelligence - analyzing the AI vendor landscape, open-source ecosystem, and adjacent product moves +8
AI Product & Strategy Advanced

AI Go-to-Market Strategist

An AI Go-to-Market Strategist bridges the gap between technical AI capabilities and commercial success, designing launch strategie…

Demand 9.0/10
AI Risk 20%
Salary $120,000-$220,000/yr
AI product positioning and competitive differentiationPricing and packaging strategy for AI-native products (token-based, usage-based, hybrid models)Sales enablement - building demo environments, battle cards, and objection-handling frameworksMarket segmentation and ideal customer profile (ICP) definition for AI products +8
AI Product & Strategy Advanced

AI Partnership Development Manager

An AI Partnership Development Manager architects and manages strategic relationships between an organization and the broader AI ec…

Demand 9.0/10
AI Risk 15%
Salary $125,000-$210,000/yr
AI ecosystem mapping - ability to catalog, categorize, and continuously track foundation model providers, orchestration frameworks, vector databases, MLOps platforms, and emerging AI-native startupsTechnical due diligence - evaluating model quality, API reliability, latency, token economics, safety guardrails, and fine-tuning capabilities of potential partnersStrategic partnership structuring - designing partnership agreements that cover API access tiers, revenue sharing, co-development IP ownership, exclusivity windows, and go-to-market commitmentsContract negotiation and procurement - navigating MSA, DPA, SLA, and data processing agreements with AI vendors, including indemnification and liability clauses unique to generative AI +8
AI Education & Training Intermediate

AI Educational Content Designer

An AI Educational Content Designer architects learning experiences that bridge the gap between complex AI concepts and practical m…

Demand 9.0/10
AI Risk 25%
Salary $85,000-$155,000/yr
Instructional Design & Learning Theory (ADDIE, Bloom's Taxonomy)AI Literacy (understanding of ML concepts, LLMs, and AI ethics)Technical Writing & Clear CommunicationPrompt Engineering & Generative AI Content Prototyping +8
AI Legal & Compliance Advanced

AI Licensing Agreement Specialist

An AI Licensing Agreement Specialist is a hybrid legal-technical professional who drafts, negotiates, and manages licensing agreem…

Demand 9.0/10
AI Risk 25%
Salary $85,000-$195,000/yr
AI model licensing frameworks (Apache 2.0, MIT, RAIL, BigScience BLOOM, OpenRAIL)Intellectual property law fundamentals - copyright, trade secrets, patents as they apply to AI outputsData licensing and provenance - training dataset rights, synthetic data ownership, web-scraping legalityContract drafting and negotiation for technology agreements +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 HR & People Operations Intermediate

AI Talent Acquisition Specialist

An AI Talent Acquisition Specialist is a recruiting professional who combines deep knowledge of the AI/ML landscape with modern so…

Demand 9.0/10
AI Risk 25%
Salary $90,000-$180,000/yr
AI/ML role taxonomy and job architecture designTechnical vocabulary fluency (transformers, LLMs, fine-tuning, MLOps, RLHF)Advanced Boolean and semantic candidate sourcing across GitHub, HuggingFace, LinkedIn, Kaggle, and arXivStructured interviewing and technical screening framework development +8
AI HR & People Operations Intermediate

AI Talent Pipeline Specialist

An AI Talent Pipeline Specialist architects the end-to-end sourcing, assessment, development, and retention strategy for AI-capabl…

Demand 9.0/10
AI Risk 25%
Salary $90,000-$155,000/yr
AI and ML skills taxonomy design-mapping roles like MLOps Engineer, Prompt Engineer, AI Product Manager to competency frameworksTechnical candidate sourcing across GitHub, HuggingFace, Kaggle, arXiv, and LinkedIn using Boolean and semantic searchAI-assisted resume screening and candidate-job matching using LLM-powered tools and embeddingsTechnical assessment design-building take-home challenges, live coding rubrics, and portfolio review criteria for AI roles +8
AI Security & Trust Advanced

AI Model Robustness Tester

AI Model Robustness Testers are specialized security professionals who systematically probe, stress-test, and evaluate machine lea…

Demand 9.0/10
AI Risk 15%
Salary $95,000-$195,000/yr
Adversarial attack methods (PGD, FGSM, C&W, AutoAttack, GCG for LLMs)ML model evaluation and benchmarking under distribution shiftPython programming for ML pipelines and custom attack developmentThreat modeling for AI/ML systems (STRIDE adapted for ML, ATLAS framework) +8
AI Security & Trust Advanced

AI Trust & Safety Policy Specialist

An AI Trust & Safety Policy Specialist designs, implements, and enforces policies that govern responsible AI development and deplo…

Demand 9.0/10
AI Risk 20%
Salary $95,000-$185,000/yr
AI safety taxonomy design and risk categorizationLarge language model evaluation and red-teaming methodologiesBias, fairness, and disparate impact analysisPolicy drafting and governance framework development +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 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 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 Engineering Intermediate

AI Sandbox Engineer

An AI Sandbox Engineer designs, builds, and maintains isolated, secure environments where AI models, agents, and workflows can be …

Demand 8.7/10
AI Risk 15%
Salary $105,000-$185,000/yr
Containerization and orchestration for ephemeral AI environments (Docker, Kubernetes, Helm)Infrastructure-as-Code for reproducible sandbox provisioning (Terraform, Pulumi)AI model evaluation frameworks and benchmarking (LM Evaluation Harness, Promptfoo, EleutherAI lm-eval)Prompt injection detection and adversarial testing methodology +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 Prompt Copywriter

An AI Prompt Copywriter designs, tests, and iterates on prompts that instruct large language models to produce high-converting mar…

Demand 8.7/10
AI Risk 25%
Salary $65,000-$140,000/yr
Persuasive and direct-response copywriting fundamentalsPrompt engineering: system prompts, few-shot examples, chain-of-thought, and role assignmentAI model behavior understanding: temperature, top-p, token limits, and output varianceBrand voice calibration and maintaining consistency across AI-generated outputs +8
AI Content Intermediate

AI Explainer Content Producer

An AI Explainer Content Producer transforms complex artificial intelligence concepts, models, and workflows into clear, engaging, …

Demand 8.7/10
AI Risk 25%
Salary $72,000-$155,000/yr
AI/ML conceptual fluency (transformers, diffusion, RLHF, RAG, agents)Technical-to-narrative translation and analogical thinkingSEO-driven content strategy and keyword clusteringPrompt engineering for content generation and research acceleration +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 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 Brand Voice Designer

An AI Brand Voice Designer architects the personality, tone, and linguistic identity that a brand expresses through AI-generated c…

Demand 8.7/10
AI Risk 25%
Salary $95,000-$175,000/yr
Brand voice architecture - defining and documenting tone, personality, vocabulary, and stylistic constraints for AI systemsPrompt engineering and system instruction design for LLMsTone calibration and sentiment analysis across generated outputsRetrieval-augmented generation (RAG) pipeline configuration for brand knowledge bases +8
AI Content Advanced

AI Thought Leadership Strategist

An AI Thought Leadership Strategist crafts and executes narratives that position executives, founders, and organizations as author…

Demand 8.7/10
AI Risk 25%
Salary $95,000-$185,000/yr
AI ecosystem fluency - understanding LLMs, fine-tuning, RAG, agents, and multimodal models at a conceptual and practical levelNarrative architecture - designing multi-month content strategies that build a coherent thought leadership positionExecutive ghostwriting - capturing a leader's voice and translating their expertise into publish-ready contentSEO-driven content strategy for technical and AI-specific keywords +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 Social Media Operator

An AI Social Media Operator leverages generative AI, automation pipelines, and data-driven strategies to plan, create, publish, an…

Demand 8.7/10
AI Risk 25%
Salary $65,000-$125,000/yr
Prompt engineering for brand-consistent content generationSocial media strategy and platform algorithm understandingContent calendar planning and multi-platform orchestrationAI image generation and visual content pipelines +8
AI Marketing Intermediate

AI Viral Content Strategist

An AI Viral Content Strategist leverages generative AI tools, audience data, and platform algorithms to design, produce, and optim…

Demand 8.7/10
AI Risk 25%
Salary $85,000-$165,000/yr
Prompt engineering for text, image, and video generationViral content mechanics - hooks, emotional triggers, share psychologyMulti-platform content strategy (TikTok, Instagram, X/Twitter, LinkedIn, YouTube Shorts)Audience research and psychographic segmentation +8
AI Marketing Intermediate

AI Brand Intelligence Analyst

An AI Brand Intelligence Analyst leverages machine learning, natural language processing, and real-time data pipelines to monitor …

Demand 8.7/10
AI Risk 25%
Salary $80,000-$155,000/yr
Natural language processing and sentiment analysis for brand contextLLM prompt engineering for brand research and content generationCompetitive intelligence frameworks and share-of-voice modelingPython scripting for data collection, cleaning, and pipeline automation +8
AI Marketing Intermediate

AI Social Listening Specialist

An AI Social Listening Specialist leverages natural language processing, sentiment analysis, and large language models to monitor,…

Demand 8.7/10
AI Risk 25%
Salary $72,000-$135,000/yr
Natural Language Processing fundamentals (tokenization, NER, sentiment analysis, topic modeling)Prompt engineering and LLM orchestration for structured social data extractionSocial media API integration (X/Twitter, Reddit, TikTok, Meta, LinkedIn)Real-time data pipeline design and streaming architecture +8
AI Marketing Intermediate

AI Marketing Workflow Designer

An AI Marketing Workflow Designer architects intelligent, end-to-end marketing pipelines that embed large language models, generat…

Demand 8.7/10
AI Risk 18%
Salary $78,000-$165,000/yr
Prompt engineering and prompt chain design for marketing content generationMarketing automation platform architecture (HubSpot, Marketo, ActiveCampaign, Klaviyo)RAG system design for brand-voice-consistent content at scaleCampaign workflow mapping and process automation (Zapier, Make, n8n) +8
AI Marketing Intermediate

AI Influencer Discovery Specialist

An AI Influencer Discovery Specialist leverages machine learning, natural language processing, and social graph analysis to identi…

Demand 8.7/10
AI Risk 25%
Salary $72,000-$135,000/yr
Social media platform APIs and data extraction (Instagram Graph API, TikTok Research API, YouTube Data API)Audience demographic and psychographic analysis using AI clusteringEngagement authenticity detection and fake-follower scoringNLP-based content classification and topic modeling for creator niche mapping +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 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 Engineering Advanced

AI Benchmark Engineer

An AI Benchmark Engineer designs, builds, and maintains rigorous evaluation frameworks that measure the real-world performance of …

Demand 8.7/10
AI Risk 25%
Salary $130,000-$220,000/yr
Statistical evaluation design (sampling, confidence intervals, effect sizes)Python-based evaluation harness development (pytest, custom frameworks)LLM prompt engineering for automated evaluation and gradingBenchmark dataset curation, versioning, and contamination detection +8
AI Content Intermediate

AI Content Calendar Manager

An AI Content Calendar Manager orchestrates multi-channel content planning, production, and publishing workflows using AI-powered …

Demand 8.7/10
AI Risk 25%
Salary $75,000-$140,000/yr
Content strategy and editorial calendar architecturePrompt engineering for brand-consistent AI content generationSEO keyword research and content gap analysisMarketing automation and workflow orchestration (Zapier, Make.com) +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 Language Simplification Specialist

An AI Language Simplification Specialist leverages large language models, prompt engineering, and readability science to transform…

Demand 8.7/10
AI Risk 25%
Salary $78,000-$142,000/yr
Prompt engineering and multi-step prompt chain design for controlled text transformationReadability analysis using metrics such as Flesch-Kincaid, Gunning Fog, Coleman-Liau, and custom scoringLLM fine-tuning with domain-specific simplification corpora (LoRA, QLoRA, RLHF alignment)Semantic fidelity evaluation - detecting meaning drift, hallucination, or oversimplification +8
AI Content Intermediate

AI Video Script Specialist

An AI Video Script Specialist crafts high-performing video scripts by blending traditional storytelling craft with advanced AI too…

Demand 8.7/10
AI Risk 22%
Salary $75,000-$140,000/yr
Prompt engineering for large language models across GPT-4, Claude, and open-source alternativesVideo script structure and formatting for multiple platforms (YouTube, TikTok, Instagram Reels, LinkedIn)Audience persona development and viewer psychology analysisBrand voice calibration and consistency management across AI-generated outputs +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 Intermediate

AI Win-Back Campaign Specialist

An AI Win-Back Campaign Specialist designs and executes data-driven re-engagement strategies that leverage machine learning, predi…

Demand 8.7/10
AI Risk 35%
Salary $78,000-$155,000/yr
Churn prediction modeling and propensity scoringCustomer segmentation using behavioral, demographic, and RFM dataGenerative AI prompt engineering for personalized re-engagement copyMulti-channel campaign orchestration (email, SMS, push, retargeting, direct mail) +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 Creative Optimization Specialist

An AI Creative Optimization Specialist leverages generative AI, data analytics, and marketing automation to design, produce, test,…

Demand 8.7/10
AI Risk 15%
Salary $80,000-$155,000/yr
Prompt engineering for marketing copy, image, and video generationA/B and multivariate testing design and statistical interpretationMarketing performance analytics across Meta Ads, Google Ads, TikTok Ads, and programmatic platformsDynamic creative optimization (DCO) strategy and implementation +8
AI Marketing Intermediate

AI WhatsApp Marketing Specialist

An AI WhatsApp Marketing Specialist designs, deploys, and optimizes AI-powered conversational marketing campaigns on WhatsApp, the…

Demand 8.7/10
AI Risk 30%
Salary $70,000-$135,000/yr
WhatsApp Business API configuration and webhook managementAI chatbot architecture using LLMs (OpenAI, Anthropic, open-source models)Conversational flow design and decision-tree mappingPrompt engineering for marketing copy, product recommendations, and support scripts +8
AI Marketing Advanced

AI Marketing Attribution Specialist

An AI Marketing Attribution Specialist models, measures, and optimizes how marketing channels contribute to conversions across com…

Demand 8.7/10
AI Risk 20%
Salary $95,000-$175,000/yr
Multi-touch attribution modeling (Shapley, Markov chain, algorithmic)Marketing mix modeling (Bayesian MMM, Robyn, Meta's open-source MMM)Causal inference and incrementality testing (diff-in-diff, synthetic controls)Python for data analysis and ML (pandas, scikit-learn, PyMC) +8
AI Marketing Intermediate

AI Competitive Benchmarking Analyst

An AI Competitive Benchmarking Analyst systematically evaluates competing AI products, models, and platforms-measuring performance…

Demand 8.7/10
AI Risk 25%
Salary $85,000-$155,000/yr
Competitive intelligence frameworks (Porter's Five Forces, SWOT, Win/Loss analysis) applied to AI marketsAI/ML fundamentals: understanding transformer architectures, fine-tuning, inference trade-offs, and benchmark methodologiesQuantitative benchmarking: designing reproducible test harnesses using standard datasets (MMLU, HumanEval, TruthfulQA, HellaSwag, BigBench)Data collection and web scraping for competitive signals (product pages, changelogs, pricing APIs, GitHub activity, research papers) +8
AI Marketing Intermediate

AI Audio Ad Specialist

An AI Audio Ad Specialist orchestrates the creation, personalization, and optimization of audio advertisements using generative AI…

Demand 8.7/10
AI Risk 25%
Salary $72,000-$135,000/yr
AI text-to-speech and voice cloning orchestration (ElevenLabs, Azure Neural TTS, AWS Polly)Audio ad scriptwriting with conversion-oriented copy frameworksProgrammatic audio ad buying and trafficking (Spotify Ad Studio, Amazon Audio Ads, iHeart)Dynamic creative optimization (DCO) for audio formats +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 Data Visualization Engineer

An AI Data Visualization Engineer designs and builds intelligent, interactive visual narratives from complex datasets using modern…

Demand 8.7/10
AI Risk 25%
Salary $95,000-$175,000/yr
Advanced data visualization theory (Tufte principles, perceptual encoding, color science)Proficiency in JavaScript/TypeScript for interactive visualization (D3.js, Observable Plot, Vega-Lite)Python data wrangling and visualization (Pandas, Plotly, Altair, Matplotlib, Seaborn)LLM integration for automated chart spec generation and natural-language-to-visualization pipelines +8
AI Data & Analytics Intermediate

AI Data Ops Specialist

An AI Data Ops Specialist owns the end-to-end data lifecycle that feeds modern AI systems - from ingestion, cleansing, labeling, a…

Demand 8.7/10
AI Risk 20%
Salary $85,000-$165,000/yr
Data pipeline design and orchestration (Airflow, Dagster, Prefect)Python and SQL for data transformation and automationData quality monitoring, validation, and anomaly detectionDataset versioning, lineage tracking, and metadata management +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 Advanced

AI Synthetic Data Engineer

An AI Synthetic Data Engineer designs, generates, and validates artificial datasets that replicate the statistical properties of r…

Demand 8.7/10
AI Risk 20%
Salary $95,000-$210,000/yr
Synthetic data generation using GANs, VAEs, and diffusion modelsStatistical distribution comparison and fidelity evaluation (KS tests, MMD, correlation matrices)Privacy-preserving data techniques including differential privacy and k-anonymityTabular data synthesis with tools like SDV (CTGAN, TVAE, CopulaGAN) +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 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 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 Ad Creative Designer

An AI Ad Creative Designer leverages generative AI tools-spanning image synthesis, copywriting engines, and video generation-to pr…

Demand 8.7/10
AI Risk 35%
Salary $70,000-$145,000/yr
AI image generation prompt engineering for photorealistic and stylized ad visualsAd copywriting with LLM-assisted ideation, A/B variant generation, and tone calibrationPerformance marketing fundamentals - CTR, CPA, ROAS, and creative fatigue signalsBrand identity systems management - maintaining visual consistency across AI-generated assets +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 Competitive Intelligence Analyst

An AI Competitive Intelligence Analyst systematically monitors, benchmarks, and interprets the competitive landscape of AI product…

Demand 8.7/10
AI Risk 35%
Salary $95,000-$175,000/yr
Competitive analysis frameworks (Porter's Five Forces, SWOT adapted for AI ecosystems)AI/ML technical literacy - understanding model architectures, training paradigms, inference economics, and benchmark methodologiesData scraping, web monitoring, and automated signal collection using PythonLLM-powered document summarization and information extraction pipelines +8
AI Product & Strategy Intermediate

AI Opportunity Scout

An AI Opportunity Scout identifies, evaluates, and validates high-value use cases where emerging AI capabilities can unlock new re…

Demand 8.7/10
AI Risk 30%
Salary $95,000-$185,000/yr
AI capability assessment and model evaluation across LLMs, diffusion models, and multimodal systemsMarket sizing and TAM/SAM/SOM analysis for AI-driven use casesCompetitive intelligence gathering using tools like CB Insights, Crunchbase, and SimilarWebRapid prototyping with AI APIs to validate technical feasibility +8
AI Product & Strategy Advanced

AI Marketplace Product Manager

An AI Marketplace Product Manager owns the strategy, discovery, curation, and monetization of AI model and tool marketplaces-platf…

Demand 8.7/10
AI Risk 15%
Salary $120,000-$210,000/yr
Platform marketplace strategy and two-sided network economicsAI model evaluation: benchmark design, human preference scoring, automated eval pipelinesLLM and foundation model literacy: transformers, fine-tuning methods, inference optimizationDeveloper experience (DX) design for API-first and model-first products +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 Product & Strategy Intermediate

AI Venture Scout

An AI Venture Scout identifies, evaluates, and sources high-potential AI startups and founding teams for venture capital firms, co…

Demand 8.7/10
AI Risk 25%
Salary $85,000-$165,000/yr
AI technology evaluation - assessing model architectures, training pipelines, data strategies, and defensibilityMarket mapping and competitive intelligence across AI verticalsStartup due diligence including technical, market, and team assessmentDeal sourcing and pipeline management using CRM and outbound strategies +8
AI Product & Strategy Intermediate

AI Customer Success AI Manager

An AI Customer Success Manager owns the post-sale lifecycle of AI-powered products, ensuring customers adopt, integrate, and deriv…

Demand 8.7/10
AI Risk 25%
Salary $95,000-$175,000/yr
AI product adoption strategy and onboarding playbook designCustomer health scoring with AI-specific metrics (inference volume, token spend, accuracy drift, hallucination rate)Prompt engineering and prompt debugging for customer use casesBasic Python proficiency for data analysis, API interaction, and notebook-based reporting +8
AI Product & Strategy Intermediate

AI B2B Product Specialist

An AI B2B Product Specialist bridges the gap between cutting-edge AI capabilities and real-world business outcomes for enterprise …

Demand 8.7/10
AI Risk 25%
Salary $95,000-$165,000/yr
Enterprise AI solution positioning and value proposition designTechnical product demo creation using LLM APIs and RAG pipelinesB2B buyer journey mapping for AI-native productsROI modeling and business case development for AI adoption +8
AI Education & Training Intermediate

AI Sales Training AI Specialist

An AI Sales Training AI Specialist designs, builds, and deploys AI-powered sales training systems-ranging from realistic role-play…

Demand 8.7/10
AI Risk 18%
Salary $95,000-$165,000/yr
LLM prompt engineering for multi-turn sales dialogue simulationSales methodology fluency (SPIN, Challenger, MEDDIC, Sandler, Gap Selling)Conversational AI architecture and dialogue state managementNLP transcript analysis and sentiment scoring on sales calls +8
AI Education & Training Intermediate

AI Ethics Education Designer

An AI Ethics Education Designer architects curricula, training programs, and interactive learning experiences that equip AI practi…

Demand 8.7/10
AI Risk 20%
Salary $85,000-$165,000/yr
Curriculum and instructional design for technical audiencesAI/ML fundamentals - model training, bias, fairness metrics, explainabilityApplied ethics frameworks (deontology, consequentialism, virtue ethics, care ethics) for AI contextsBias auditing and fairness evaluation using tools like Fairlearn and AI Fairness 360 +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 Advanced

AI Revenue Recognition Specialist

An AI Revenue Recognition Specialist leverages artificial intelligence and automation tools to streamline the identification, allo…

Demand 8.7/10
AI Risk 15%
Salary $105,000-$185,000/yr
Deep knowledge of ASC 606 / IFRS 15 five-step revenue recognition frameworkContract analysis and performance obligation identification using NLPPrompt engineering for financial document extraction and classificationPython scripting for financial data pipelines and automation +8
AI Finance & Investment Intermediate

AI Tokenomics Analyst

An AI Tokenomics Analyst dissects the economic structures underlying AI systems - from per-token API pricing and GPU compute costs…

Demand 8.7/10
AI Risk 25%
Salary $95,000-$185,000/yr
AI token pricing analysis across major providers (OpenAI, Anthropic, Google, Cohere, Mistral)Unit economics modeling for AI-powered products and featuresGPU/TPU cloud compute cost benchmarking (AWS, GCP, Azure, Lambda Labs)Python-based financial data analysis and automation (pandas, numpy, matplotlib) +8
AI Operations & Logistics Intermediate

AI Spend Analysis Specialist

An AI Spend Analysis Specialist tracks, forecasts, and optimizes organizational expenditure across AI infrastructure, API usage, m…

Demand 8.7/10
AI Risk 25%
Salary $95,000-$165,000/yr
Cloud cost management across AWS, Azure, and GCPLLM API billing analysis (OpenAI, Anthropic, Cohere token economics)SQL and data modeling for cost data warehousesPython scripting for billing API integration and ETL pipelines +8
AI Operations & Logistics Intermediate

AI Project Scheduling Specialist

An AI Project Scheduling Specialist designs, optimizes, and manages the complex timelines, resource dependencies, and delivery cad…

Demand 8.7/10
AI Risk 30%
Salary $78,000-$148,000/yr
AI/ML project lifecycle mapping - understanding the full arc from problem framing through production monitoringCritical path analysis adapted for non-deterministic ML workflowsGPU and compute resource scheduling across shared clusters (AWS, GCP, Azure)Dependency graph modeling for data pipelines, feature stores, and model artifacts +8
AI Operations & Logistics Intermediate

AI Resource Allocation Specialist

An AI Resource Allocation Specialist optimizes the deployment, cost, and performance of AI infrastructure across an organization -…

Demand 8.7/10
AI Risk 25%
Salary $105,000-$175,000/yr
GPU cluster management and utilization optimizationCloud cost modeling and reserved/spot instance strategy (AWS, GCP, Azure)LLM inference cost analysis (token economics, batch vs. streaming, caching strategies)Kubernetes orchestration for ML workloads (KubeFlow, KServe, Ray Serve) +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 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 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 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 Campus Recruiting AI Specialist

An AI Campus Recruiting AI Specialist combines deep technical fluency in AI/ML with strategic talent acquisition to identify, eval…

Demand 8.7/10
AI Risk 25%
Salary $95,000-$165,000/yr
AI/ML technical literacy - ability to read and evaluate ML projects, papers, and codebasesTechnical candidate assessment - designing and interpreting coding challenges, system design screens, and research presentationsAI-powered recruiting tool proficiency - configuring and optimizing platforms like HireVue, Eightfold, SeekOut, and GemData-driven recruiting analytics - building funnel dashboards, conversion metrics, and cohort analysis in Python or BI tools +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 HR & People Operations Intermediate

AI Compensation Benchmarking Analyst

An AI Compensation Benchmarking Analyst uses AI-powered analytics tools, large compensation datasets, and labor-market modeling to…

Demand 8.7/10
AI Risk 30%
Salary $95,000-$175,000/yr
Compensation survey design and interpretation (Radford, Mercer, Comp.ai)SQL for querying HRIS, payroll, and applicant tracking databasesPython or R for statistical modeling, regression, and data wranglingJob-family taxonomy design and role-mapping across AI/ML career ladders +8
AI HR & People Operations Advanced

AI Incentive Program Designer

An AI Incentive Program Designer architects reward, motivation, and compensation frameworks that attract, retain, and energize AI …

Demand 8.7/10
AI Risk 25%
Salary $110,000-$195,000/yr
Behavioral economics and incentive mechanism designPeople analytics and HR data modeling (SQL, Python)AI/ML literacy - understanding model lifecycles, team roles, and delivery metricsCompensation benchmarking and total rewards strategy +8
AI HR & People Operations Advanced

AI Talent Marketplace Designer

An AI Talent Marketplace Designer architects the platforms, matching algorithms, and user experiences that connect AI-skilled prof…

Demand 8.7/10
AI Risk 15%
Salary $115,000-$195,000/yr
Two-sided marketplace design and liquidity optimizationSkills taxonomy and ontology engineering for AI rolesLLM-powered resume parsing, skill extraction, and candidate profilingRecommendation system and matching algorithm design +8
AI Security & Trust Intermediate

AI Content Moderation Specialist

AI Content Moderation Specialists combine machine learning pipelines, NLP classifiers, and human-in-the-loop judgment to detect, c…

Demand 8.7/10
AI Risk 20%
Salary $70,000-$145,000/yr
Content policy interpretation and taxonomy design for multi-harm categoriesNLP text classification using transformer models (BERT, RoBERTa, DistilBERT)Prompt engineering for LLM-based content moderation and safety evaluationPython scripting for data manipulation, API integration, and automation +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 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 Intermediate

AI Audience Research Analyst

An AI Audience Research Analyst leverages machine learning, natural language processing, and large language models to decode audie…

Demand 8.5/10
AI Risk 20%
Salary $72,000-$135,000/yr
Prompt engineering for audience analysis and insight extraction using LLMsPython scripting for data ingestion, cleaning, and NLP pipeline constructionSentiment analysis and opinion mining at scale using transformer modelsAudience segmentation using clustering algorithms (K-Means, DBSCAN, topic modeling) +8
AI Marketing Intermediate

AI Consumer Insights Specialist

An AI Consumer Insights Specialist leverages large language models, NLP pipelines, and behavioral analytics to transform raw consu…

Demand 8.5/10
AI Risk 20%
Salary $85,000-$155,000/yr
Natural Language Processing for sentiment analysis and topic modelingPrompt engineering and LLM orchestration for insight extractionConsumer survey design and mixed-methods research methodologyStatistical analysis including hypothesis testing, clustering, and regression +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 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 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 Marketing Intermediate

AI SMS Marketing Automation Specialist

An AI SMS Marketing Automation Specialist designs, deploys, and optimizes intelligent text-messaging campaigns that leverage large…

Demand 8.5/10
AI Risk 20%
Salary $70,000-$135,000/yr
SMS marketing strategy and customer journey mappingAI prompt engineering for dynamic, on-brand message generationRegulatory compliance across TCPA, GDPR, CTIA guidelines, and 10DLC registrationMarketing automation workflow design and orchestration +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 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 Architecture Visualization Specialist

An AI Architecture Visualization Specialist translates complex AI and ML system designs-spanning LLM pipelines, multi-agent framew…

Demand 8.5/10
AI Risk 20%
Salary $95,000-$165,000/yr
AI/ML architecture pattern recognition (transformers, RAG, multi-agent systems, fine-tuning pipelines)Information architecture and visual hierarchy designInteractive data visualization with D3.js, Observable, or PlotlyDiagramming and system modeling using Mermaid, PlantUML, and C4 Model notation +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 Intermediate

AI Trademark Monitoring Specialist

An AI Trademark Monitoring Specialist leverages machine learning, NLP, and computer vision to detect unauthorized use of trademark…

Demand 8.5/10
AI Risk 20%
Salary $85,000-$155,000/yr
Trademark law fundamentals including Nice Classification, likelihood-of-confusion analysis, and Madrid Protocol awarenessNatural Language Processing for textual similarity, fuzzy string matching, and multilingual brand name detectionComputer vision for logo detection, visual similarity scoring, and packaging recognitionWeb scraping and API integration for continuous monitoring of marketplaces, social media, and domain registries +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 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 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 Social Mention Analyst

An AI Social Mention Analyst uses large language models, sentiment analysis pipelines, and social-listening platforms to monitor, …

Demand 8.5/10
AI Risk 20%
Salary $78,000-$142,000/yr
Sentiment analysis model selection, fine-tuning, and evaluationPrompt engineering for LLM-based mention classification and summarizationSocial media API integration (X/Twitter, Reddit, Meta, TikTok)Natural language processing fundamentals (tokenization, NER, topic 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 HR & People Operations Intermediate

AI Talent Intelligence Analyst

An AI Talent Intelligence Analyst uses machine learning, NLP, and data engineering to decode global talent markets-mapping skills …

Demand 8.5/10
AI Risk 20%
Salary $95,000-$165,000/yr
Natural Language Processing for skill extraction and job-description normalizationPython data-wrangling with Pandas, Polars, and PySpark for large talent datasetsSQL proficiency for querying HRIS, ATS, and data-warehouse talent tablesEmbedding-based semantic search and vector databases for talent matching +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 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 Newsletter Curator

An AI Newsletter Curator researches, filters, and synthesizes the fast-moving landscape of artificial intelligence into high-signa…

Demand 8.0/10
AI Risk 35%
Salary $60,000-$135,000/yr
AI landscape awareness - tracking models, papers, tools, and startups across the ecosystemEditorial judgment - selecting high-signal content from high-volume noiseTechnical writing - explaining complex AI concepts to mixed-audience readersAudience development - growing and retaining an email subscriber base +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