Senior MLOps Engineer — Remote/Hybrid Growth Role

EPAM Systems; Polska; Remote; PLN 180,000 - 240,000; Full time

Benefits offered by this job

Health insurance

Stock Purchase Plan

Remote work options

Relocation opportunities

Well-being programs

Job summary

EPAM Systems, Inc. in Poland seeks a Senior MLOps Engineer to own agentic versioning, promotion workflows, and rollback patterns across the agent estate within a cloud-native, enterprise-grade platform.

You will standardize versioning practices with LangGraph and Strands Agents on AWS, ensuring secure, observable agent deployments. Responsibilities include managing AgentCore Runtime versions, embedding evaluation gates, and automating CI/CD for AI agents, while collaborating with

Qualifications

• 5+ years in MLOps or DevOps with AI/ML systems.
• Hands-on with deployment, promotion, or rollback workflows for AI agents.
• Experience in versioning for LLM agents or ML models.
• Immutable artifact versioning at enterprise scale (ECR, model registries).
• CI/CD design with quality gates for AI systems.
• English proficiency at B2 level or higher.

Responsibilities

• Own the agentic versioning model including container images and policy associations.
• Manage AWS AgentCore Runtime versioning and endpoint management.
• Design and enforce the agent promotion workflow across dev, qa, prod with gates.
• Establish rollback patterns to restore prior agent versions and validate continuity.
• Configure AWS ECR with lifecycle policies and image signing.
• Integrate with Agent Registry to auto-register versions with metadata.

Skills

MLOps

DevOps

CI/CD

AWS

ECR

Artifact versioning

QA gates

Education

Bachelor's degree in Computer Science or related field

Tools

AWS

AgentCore Runtime

Langfuse/LangSmith

LangGraph

LangGraph

ECR

Job description

EPAM Systems, Inc. in Poland seeks a Senior MLOps Engineer to own agentic versioning, promotion workflows, and rollback patterns across the agent estate within a cloud-native, enterprise-grade platform.

You will standardize versioning practices with LangGraph and Strands Agents on AWS, ensuring secure, observable agent deployments. Responsibilities include managing AgentCore Runtime versions, embedding evaluation gates, and automating CI/CD for AI agents, while collaborating with