Senior MLOps Engineer - Agentic Versioning

About the role

We are looking for a Senior MLOps Engineer to own the agentic versioning model, promotion workflow, and rollback patterns for our Enterprise Agent Development Platform. The role is fully remote within Armenia and involves working with cutting‑edge AI agent frameworks on AWS.

Key responsibilities

• Define and maintain the agentic versioning model, treating container image, prompt configuration, tool bindings and policies as a single immutable unit.
• Manage AWS AgentCore Runtime versioning, automatic version creation on image push and endpoint management for default and named endpoints.
• Architect and enforce promotion workflows from dev to QA to prod with evaluation gates.
• Build rollback patterns that restore prior agent versions while ensuring functionality.
• Configure AWS ECR for agent images, handling ARM64 tagging, lifecycle policies and image signing.
• Integrate with the Agent Registry to automatically register agent versions with metadata.

Required profile

• 5+ years of MLOps or DevOps experience with AI/ML systems.
• Hands‑on expertise in deployment, promotion or rollback workflows for AI agents.
• Background in versioning and lifecycle management for LLM agents or ML models.
• Proficiency in immutable artifact versioning at enterprise scale using ECR and model registries.

Required skills

• AWS (AgentCore Runtime, ECR)
• CI/CD pipeline design with quality gates for AI systems
• LangGraph and Strands Agents
• Agent evaluation frameworks (Langfuse, LangSmith, PromptLayer)
• ARM64 image handling and signing

What we offer

• Fully remote work within Armenia
• Opportunities to work abroad up to two months per year
• Leadership development, career advising and soft‑skills programs
• Certifications (GCP, Azure, AWS) and unlimited access to internal learning resources
• Employee Stock Purchase Plan and referral bonuses
• Comprehensive medical and family care package
• Four trust days per year and discounts for fitness clubs