Senior DevOps / Platform Engineer - AI Agent Platform
New
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EPAMAI agent platforms
Opportunity to work remotely within PolandFull-TimeSenior
Salary not disclosed
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Job Details
- Languages
- English proficiency at B2 level or higher
- Experience
- 5+ years of experience in MLOps or DevOps engineering with AI/ML systems
- Required Skills
- AWSCI/CDDevOpsMLOps
Requirements
- Have 5+ years of experience in MLOps or DevOps engineering with AI/ML systems.
- Have hands-on experience with deployment, promotion, or rollback workflows specifically for AI agents, such as agent evaluation gates, version comparison, or endpoint management.
- Have experience in versioning and lifecycle management for LLM agents or ML models.
- Have experience with immutable artifact versioning at enterprise scale using ECR and model registries.
- Have experience designing CI/CD pipelines with quality gates for AI systems.
- Have English proficiency at B2 level or higher.
- AWS AgentCore Runtime versioning experience is a plus.
- Familiarity with agent evaluation frameworks such as Langfuse, LangSmith, or PromptLayer is a plus.
- Experience with multi-environment agent promotion patterns is a plus.
- Skills in agent version comparison and regression detection are a plus.
Responsibilities
- Define and maintain the agentic versioning model, treating the agent container image, prompt configuration, tool bindings, and policy associations as an immutable unit.
- Manage AWS AgentCore Runtime versioning, including automatic version creation on image push and endpoint management for DEFAULT and named endpoints.
- Design and enforce the agent promotion workflow from dev to qa to prod, embedding evaluation gates before production release.
- Establish rollback patterns that restore previous agent versions and validate that the prior version remains functional.
- Configure AWS ECR for agent images, including ARM64 tagging, lifecycle policies, and image signing.
- Integrate with the Agent Registry to register agent versions with metadata such as evaluation results and promotion status.
- Collaborate with engineering teams to standardize versioning and lifecycle practices across the agent estate.
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