Project Description The AI Governance Engineer is the technical production engine behind the bank's AI standards and controls build?out. Working under the direction of the AI Governance & Controls Lead, this role drafts the standards library, engineers controls as implementable and testable requirements, builds control?to?evidence mappings, and produces the documentation and automation that make governance operational rather than aspirational.

Project Description The AI Governance Engineer is the technical production engine behind the bank's AI standards and controls build?out. Working under the direction of the AI Governance & Controls Lead, this role drafts the standards library, engineers controls as implementable and testable requirements, builds control?to?evidence mappings, and produces the documentation and automation that make governance operational rather than aspirational. Standards & Controls Engineering Draft and iterate the AI standards library under the Lead's direction: model onboarding and approval, oversight tiers, logging/retention, agentic guardrails, data?Engineer each control as a testable requirement: definition, enforcement point, owner, evidence artifact, and validation method.

Build and maintain obligation?to?control?to?evidence mappings against regulatory guidance and internal policy. Contribute to policy?as?code and controls?automation approaches with the platform team where controls can be enforced or checked mechanically. Produce evidence artifacts, control attestations, and assessment documentation for deviations, exceptions, and governance reviews.



generated evidence (audit logs, entitlement records, quota enforcement) against control requirements; Support deviation and exception lifecycle management: drafting, compensating?control documentation, tracking, and closure evidence.

Governance Operations Support

Support AI Control Group, working group, and committee operations with prepared materials, assessments, and documented decisions. Maintain the AI use case and agent registry data quality in partnership with intake and platform onboarding. Document governance processes, runbooks, and templates in bank repositories for FTE handover.

Minimum of 5 years' experience in technology governance, IT risk/controls, security governance engineering, or compliance engineering in a technology environment. Demonstrated experience writing technical standards, control frameworks, or control documentation that maps to regulatory or policy obligations. Working technical knowledge of cloud platforms and contemporary application patterns: APIs and gateways, identity/RBAC, logging and monitoring, environment separation.

Familiarity with AI/GenAI systems sufficient to write accurate, enforceable requirements for model access, oversight, and logging. Strong technical writing and documentation discipline;

Experience with GRC processes: exceptions, findings, evidence collection, and remediation tracking. familiarity with model risk management concepts.

Experience with policy?as?code, compliance automation, or controls testing automation. Familiarity with NIST AI RMF, SR 11?2 lineage, or comparable AI governance frameworks.

📌 AI Governance Engineer (Remote Role) - MUST RESIDE IN CANADA (Toronto)
🏢 Pozent
📍 Toronto