Career Hub AI Governance Careers Responsible AI Scientist Responsible AI Scientist Overview Skills & Certs Career Path Action Center Responsible AI Scientist The research scientist advancing fair, safe, and transparent AI. Publications are the primary credential — not certifications. Concentrated at ~10–15 major technology companies: Microsoft FATE, Google DeepMind ReDI, Salesforce, Apple, ByteDance. BLS projects […]
Career Hub AI Governance Careers MLOps Governance Engineer MLOps Governance Engineer Overview Skills & Certs Career Path Action Center MLOps Governance Engineer The engineer who makes AI governance programmable. Embeds compliance into ML pipelines — automated bias detection, immutable audit trails, model documentation, and deployment gates. LinkedIn reports 9.8x growth in MLOps postings over five […]
Career Hub AI Governance Careers AI Trainer/Coach AI Trainer/Coach Overview Skills & Certs Career Path Action Center AI Trainer/Coach The only AI role with two completely separate career tracks under one title. Sub-Type A trains AI models through RLHF and annotation; Sub-Type B trains humans to use AI tools effectively. Lowest barrier to entry of […]
Career Hub AI Governance Careers AI Systems Safety Manager AI Systems Safety Manager Overview Skills & Certs Career Path Action Center AI Systems Safety Manager The safety evaluation and incident response leader for AI systems. Frontier labs pay $555K+ for this role (OpenAI Head of Preparedness, confirmed Fortune Dec 2025). EU AI Act creates mandatory […]
Career Hub AI Governance Careers AI Bias Mitigation Specialist AI Bias Mitigation Specialist Overview Skills & Certs Career Path Action Center AI Bias Mitigation Specialist Ensure AI systems operate fairly across protected groups by combining ML engineering, ethical reasoning, and regulatory knowledge. EU AI Act “high-risk” classifications and NYC Local Law 144 create mandatory bias […]
Career Hub AI Governance Careers AI Security Specialist AI Security Specialist Overview Skills & Certs Career Path Action Center AI Security Specialist The adversarial ML and AI red-teaming specialist. Protects AI systems from attacks — not uses AI to protect systems. NIST identifies 4 attack categories against AI: evasion, poisoning, privacy attacks, and abuse attacks. […]
Career Hub AI Governance Careers Director of AI Governance Director of AI Governance Overview Skills & Certs Career Path Action Center Director of AI Governance Define, build, and lead enterprise AI governance strategy. 51% of AI governance roles are in consulting and professional services (Axial Search 2026). This senior leadership role bridges technical AI teams, […]
Career Hub AI Governance Careers Data Governance Manager (AI) Data Governance Manager (AI) Overview Skills & Certs Career Path Action Center Data Governance Manager (AI) Govern the data that governs AI — ensuring quality, provenance, and compliance from training pipeline to production output. The “AI Data Governance Manager” as a dedicated title is still emerging; […]
Career Hub AI Governance Careers AI Privacy Engineer AI Privacy Engineer Overview Skills & Certs Career Path Action Center AI Privacy Engineer The technical privacy architect for AI/ML systems. OpenAI pays $380K–$460K total comp for privacy engineers. Glassdoor reports $172,554 average (96 salaries). IAPP members with multiple certifications earn 27% more than uncertified peers (IAPP […]
AI Red Teamer Overview Skills & Certs Career Path Action Center AI Red Teamer Proactively test AI systems for security vulnerabilities, safety risks, and failure modes through adversarial simulation. The newest role in AI security with the lowest barrier to entry — skills and CTF rankings matter more than years of experience. Moderate Demand Salary […]
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