EPAM Systems

Senior MLOps Engineer

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SeniorZdalnie·PoznańFull-time

#447674·Dodano 26 dni temu·0

Źródło: justjoin.it

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Tech Stack / Keywords

MLOpsAWS CI/CD DockerECRModel RegistryAgentCore RuntimePython LanggraphObservability

Podsumowanie oferty

The Senior MLOps Engineer will own the agentic versioning model, promotion workflow, and rollback patterns for AI agents within a cloud-native platform on AWS. The role involves standardizing agent development with technologies such as LangGraph and AgentCore Runtime, ensuring quality and governance. Responsibilities include managing versioning, deployment workflows, and integration with registries to streamline AI agent lifecycle management.

Wymagania

5+ years experience in MLOps or DevOps engineering with AI/ML systems
Hands-on experience with deployment, promotion, or rollback workflows for AI agents including evaluation gates and endpoint management
Experience in versioning and lifecycle management for LLM agents or ML models
Proficient with immutable artifact versioning at an enterprise scale using ECR and model registries
Skilled in CI/CD pipeline design with quality gates for AI systems
English proficiency at B2 level or higher

Nice to have:

Experience with AWS AgentCore Runtime versioning
Familiarity with agent evaluation frameworks such as Langfuse, LangSmith, PromptLayer
Experience with multi-environment agent promotion and regression detection

Obowiązki

Define and maintain the agentic versioning model as an immutable unit including container images, prompt configuration, tool bindings, and policy associations
Manage AWS AgentCore Runtime versioning with automatic versioning and endpoint management
Design and enforce agent promotion workflow from development to production with evaluation gates
Establish rollback patterns to restore and validate previous agent versions
Configure AWS ECR for agent images including lifecycle policies and image signing
Integrate with the Agent Registry for auto-registration of agent versions and metadata
Collaborate with teams to standardize versioning and lifecycle practices across the AI agent estate

Benefity

Opportunity to work remotely within Poland with hybrid work mode
Chance to work abroad for up to 60 days annually and business-driven relocation opportunities
Career development programs including mentoring and certifications (Anthropic, Gemini, GCP, Azure, AWS)
English language classes
Stable pay and participation in Employee Stock Purchase Plan with 15% discount
Benefits package including health insurance, multisport, shopping vouchers
Referral bonuses up to $2,000
Offices with entertainment zones, free snacks, coffee, table tennis and football
Corporate, social, and well-being events

Elastyczne godziny

Pakiet relokacyjny

Szkolenia wewnętrzne

Budżet konferencyjny

Dofinansowanie szkoleń

Spotkania integracyjne

Kursy językowe

Karta sportowa

Opieka zdrowotna

Ubezpieczenie

Darmowe przekąski

Napoje w biurze

Premie

Udziały pracownicze

Inne informacje

Benefits are available to employees only. The company is open to working with contractors under individually agreed B2B agreements. Only selected candidates will be contacted. By applying, candidates consent to personal data processing by EPAM Systems (Poland) sp. z o.o. for recruitment purposes in accordance with the Privacy Policy.

EPAM Systems

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