Lead Generative AI Platform Engineer: Scale & Deploy Agents

EPAM Systems; United States; Remote; USD 140,000 - 210,000; Full time

Job summary

EPAM Systems is seeking a Senior Platform Engineer - Generative AI to join our team building an Enterprise Agent Development Platform, a production-grade cloud-native ecosystem for defining, orchestrating, deploying, and observing AI agents at scale on AWS.

You will implement promotion workflows, ensure safety gates, develop Python automation, and manage AgentCore endpoints across environments, contributing to gate validation, rollback strategies, and observability.

Qualifications

• 3+ years of platform or backend engineering experience with AI/ML systems
• Hands-on experience with agent promotion, evaluation-gate, or rollback workflows in production AI projects
• Experience with multi-environment deployment and promotion workflows
• Experience with rollback automation and safety validation
• English proficiency at B2 level or higher

Responsibilities

• Implement agent promotion workflows across environment progression with evaluation gate enforcement
• Build agent rollback mechanisms to revert production agents with validation such as health checks and smoke tests
• Manage AWS AgentCore Runtime endpoints, including DEFAULT alias for latest versions
• Enforce agent evaluation gates to block promotion when quality checks fail
• Develop Python automation for agent lifecycle operations

Job description

EPAM Systems is seeking a Senior Platform Engineer - Generative AI to join our team building an Enterprise Agent Development Platform, a production-grade cloud-native ecosystem for defining, orchestrating, deploying, and observing AI agents at scale on AWS.

You will implement promotion workflows, ensure safety gates, develop Python automation, and manage AgentCore endpoints across environments, contributing to gate validation, rollback strategies, and observability.