Platform Engineer (Agent Release)
Core
Own the end-to-end CI/CD pipeline, automated release gates, and progressive rollout strategy for AI agents and models in production.
Role type
Senior IC Platform Engineer (Agent Release & MLOps)
Builds
Automated release pipelines, evaluation gates, and model tiering infrastructure for a fleet of 100+ agents.
Domain
Cloud Security, AI/LLM Operations, DevOps
Deliverable
production ML models | infrastructure
Required skills
CI/CD pipeline design, progressive rollout strategies (canary, shadow, blue-green), automated rollback mechanisms, model tiering logic, regression testing, Python, Infrastructure-as-Code (Terraform, CDK), containerization (Docker)
Preferred skills
AWS Bedrock experience, model cost-routing optimization, audit-compliant release pipelines, AI-specific release gating concepts
Technologies
Terraform, CDK, GitHub Actions, CodePipeline, Docker, Python
Responsibilities
Design and maintain automated gates based on evaluation scores and security scans; manage progressive rollouts with live metric monitoring; own rollback paths for all pipeline stages; route agents to appropriate model tiers based on task complexity; execute shadow-period processes for new agents; run regression testing for new model versions.
Seniority
Senior, hands-on IC
