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Industry Vertical

Healthcare and Biotech Careers

Explore 36 career paths in the Healthcare and Biotech industry. Compare salaries, AI risk, and future demand to plan your career transition.

36 Roles
8.9 Avg Demand
19% Avg AI Risk
36 Remote-Friendly
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 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 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 Vulnerability Assessment Specialist

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

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

AI Knowledge Graph Engineer

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

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

AI Security News Analyst

An AI Security News Analyst monitors, researches, and reports on emerging threats, vulnerabilities, incidents, and policy developm…

Demand 8.7/10
AI Risk 30%
Salary $95,000-$165,000/yr
AI/ML threat taxonomy (prompt injection, data poisoning, model extraction, adversarial examples, jailbreaking)Cybersecurity threat intelligence frameworks (MITRE ATLAS, OWASP LLM Top 10, NIST AI RMF)OSINT collection and source triage across surface web, dark web, and academic channelsTechnical writing and rapid-turnaround brief production under deadline pressure +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