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Senior AI Compliance Analyst

Governance and compliance, a senior role

What does Senior AI Compliance Analyst do?

The experienced individual contributor who owns the hard compliance work: complex assessments end to end, audit readiness across several frameworks at once, the reading of new regulation into program requirements, and the mentoring of the analysts around them.

What it decides: How a new obligation changes the program, what the control should look like, and when the evidence is strong enough to defend.

Where the jobs areInterview questionsCheck my readiness

The competencies employers name

  • Regulatory change managementcore, depth expected

    Spots a regulatory change, decides applicability, assigns actions, updates controls and keeps the implementation evidence.

    7 graded topics teach this

  • EU AI Act obligations and timelinescore, depth expected

    Classifies a system by role and risk tier, knows which obligations bind on which date after the Digital Omnibus, and what evidence conformity needs.

    24 graded topics teach this

  • Framework crosswalking without false equivalencecore, depth expected

    Compares the EU AI Act, NIST AI RMF, ISO/IEC 42001 and sector rules by intent and control objective, and says where they do not overlap.

    5 graded topics teach this

  • Control design and operating-effectiveness testingcore, working knowledge

    Maps risks to preventive, detective and corrective controls, then tests design and operation with samples, evidence and defensible findings.

    12 graded topics teach this

  • Evidence collection and audit-ready documentationcore, working knowledge

    Collects, labels and preserves the evidence that a control operated, a decision was made, and a claim can be defended to an auditor or regulator.

    20 graded topics teach this

  • US federal and state AI regulationrequired, working knowledge

    Tracks executive orders, OMB guidance, agency rules and the state patchwork, and knows which state laws reach hiring, insurance and consumer decisions.

    17 graded topics teach this

  • ISO/IEC 42001 management systemscore, working knowledge

    Builds and audits an AI management system: context, leadership, planning, support, operation, performance evaluation, improvement and the Annex A controls.

    3 graded topics teach this

  • NIST AI RMF in practicerequired, working knowledge

    Runs GOVERN, MAP, MEASURE and MANAGE as a cycle with evidence, builds current and target profiles, and applies the generative AI profile.

    3 graded topics teach this

  • AI risk and impact assessmentrequired, working knowledge

    Reviews purpose, data, affected people, accuracy, bias, security, oversight, vendors and law for a use case, scores likelihood and impact, and documents residual risk.

    14 graded topics teach this

  • Executive and board communication on AI riskrequired, working knowledge

    Turns technical uncertainty into a one-page decision: material risks, trends, exceptions, remediation, and what the board is being asked to accept.

    10 graded topics teach this

  • Cross-functional facilitation and influencerequired, working knowledge

    Interviews, facilitates, challenges and secures action across legal, security, product and business teams without owning every decision.

    20 graded topics teach this

  • Leading a team that works with AIpreferred, working knowledge

    Sets expectations for AI use on a team, reviews AI-assisted work, delegates to agents deliberately and keeps accountability with people.

    19 graded topics teach this

  • Privacy law applied to AIpreferred, working knowledge

    Applies GDPR, CCPA and sector rules to training data, inference, automated decisions, lawful basis, individual rights and cross-border transfer.

    7 graded topics teach this

Where it is taught

Counted from the graded topics that teach this role's competencies. Your own path is shorter: it skips what you already cover.

Check your readiness for this role

What you already have: your background and your CV (both optional, both count)
Signed in? Every topic you have passed already counts as proof.

Roles that feed into it

Where it leads

What postings tend to name

Frameworks: EU AI Act, NIST AI RMF, ISO/IEC 42001, SOC 2.

Credentials often listed: AIGP, CISA, CRISC, CGRC, CIPP. GAGE does not issue these and does not prepare for their exams; the record you earn here is your own graded evidence, which stands beside them.

Questions

What separates a senior AI compliance analyst from an AI compliance specialist?
Scope and judgment. The senior owns multi-framework assessments end to end, interprets new regulation for the program, improves the process and mentors, instead of executing defined tasks.
Is Senior AI Compliance Analyst a management role?
No. It is the senior individual-contributor rung, and the usual bridge into AI Compliance Manager or AI Governance Manager.
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