Quality Engineering Architect - MLOps
Core
Designing and implementing scalable validation strategies, automation, and risk control testing for the MLOps ecosystem to ensure model reliability and compliance.
Role type
Senior IC Quality Engineering Architect (MLOps)
Builds
Automated test harnesses, validation pipelines, and quality frameworks for ML model deployment and monitoring.
Domain
Financial services / Machine Learning Operations (MLOps)
Deliverable
production ML models
Required skills
MLOps lifecycle expertise, scalable test strategy design, test automation, CI/CD integration, Python, API testing, SQL, cloud platforms (AWS/Azure/GCP), risk-based testing, root cause analysis
Preferred skills
Enterprise architecture frameworks, emerging technologies, IT architecture, software product design
Technologies
Python, SQL, AWS, Azure, GCP, CI/CD pipelines
Responsibilities
Design MLOps testing strategies verifying internal controls; champion automation and shift-left testing; build and maintain test automation; identify controls gaps and develop test harnesses; analyze defect trends and production incidents; contribute to QE standards and best practices.
Seniority
Senior, hands-on IC
