Senior Platform Engineer - Generative AI
New
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EPAMGenerative AI platform
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
- 3+ years of platform or backend engineering experience with AI/ML systems
- Required Skills
- AWSPythonCI/CD
Requirements
- Have 3+ years of platform or backend engineering experience with AI/ML systems.
- Have hands-on experience with agent promotion, evaluation-gate, or rollback workflows in a production agentic AI project.
- Have experience with multi-environment deployment and promotion workflows.
- Have experience with rollback automation and safety validation.
- Have experience enforcing quality gates in deployment pipelines.
- Have English proficiency at B2 level or higher.
- Familiarity with AWS AgentCore Evaluation API hands-on usage is a nice-to-have.
- Experience with agent regression testing and version comparison is a nice-to-have.
- Knowledge of blue/green or canary deployment patterns for LLM agents is a nice-to-have.
- Experience with agent health monitoring after deployment is a nice-to-have.
Responsibilities
- Implement agent promotion workflows across dev, QA, and production, enforcing evaluation gates.
- Build rollback mechanisms for production agents with validation such as health checks and smoke tests.
- Manage AWS AgentCore Runtime endpoints, including DEFAULT aliases for latest versions and named endpoints for environment pinning.
- Enforce agent evaluation gates that block promotion when agents fail quality checks such as PII safety and workflow accuracy.
- Run the same evaluation suite against two agent versions to detect regressions.
- Develop Python automation for agent lifecycle operations.
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