Senior Data & AI Assurance Engineer
Core
Ensuring reliability, quality, and auditability of AI/ML systems in production through evaluation, non-regression testing, and lifecycle monitoring.
Role type
Senior IC Data & AI Assurance Engineer
Builds
Automated quality gates, evaluation frameworks, and audit trails for AI pipelines
Domain
AI/ML engineering, DevOps, regulated industries (e.g., financial services)
Deliverable
production ML models
Required skills
Test automation, CI/CD integration, AI lifecycle evaluation, traceability implementation, human-in-the-loop process design, explainability analysis, risk assessment
Preferred skills
Observability, SLO-driven work, security-by-design, data contract testing, AI evaluation methods
Technologies
CI/CD tools, automated testing frameworks, logging systems, version control systems
Responsibilities
Implement evaluation and non-regression approaches for AI/ML and agentic AI, integrate assurance into CI/CD pipelines, establish traceability and audit trails, support human-in-the-loop processes, collaborate on reusable assurance patterns, advise on compliance and risks
Seniority
Senior, hands-on IC