EPAM Systems

Senior MLOps Engineer

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SeniorZdalnie·KatowiceFull-time

#447613·Dodano miesiąc temu·1

Źródło: justjoin.it

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Tech Stack / Keywords

MLOpsAWS CI/CD Docker PythonECRModel Registry

Podsumowanie oferty

The Senior MLOps Engineer will own the agentic versioning model, promotion workflow, and rollback patterns across the agent estate within an Enterprise Agent Development Platform. The platform standardizes agent development using LangGraph and Strands Agents on AWS AgentCore Runtime, enabling engineering teams to define, orchestrate, deploy, and observe AI agents at scale. The role focuses on ensuring quality, security, and governance while accelerating agent development.

Wymagania

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

Nice to have:

Hands-on experience with AWS AgentCore Runtime versioning
Familiarity with agent evaluation frameworks such as Langfuse, LangSmith, PromptLayer
Experience with multi-environment agent promotion patterns
Skills in agent version comparison and regression detection

Obowiązki

Define and maintain the agentic versioning model, treating agent container image, prompt configuration, tool bindings, and policy associations as an immutable unit
Manage AWS AgentCore Runtime versioning, including automatic version creation on image push and endpoint management for DEFAULT and named endpoints
Design and enforce the agent promotion workflow from dev to qa to prod, embedding evaluation gates that guarantee quality before production release
Establish agent rollback patterns that restore previous agent versions while validating that the prior version remains functional
Configure AWS ECR for agent images, covering ARM64 tagging, lifecycle policies, and image signing to preserve agent immutability
Integrate with the Agent Registry to auto-register agent versions along with metadata such as evaluation results and promotion status
Collaborate with engineering teams to standardize versioning and lifecycle practices across the agent estate

Benefity

Hybrid by design work mode with opportunity to work remotely within Poland
Chance to work abroad for up to 60 days annually
Business-driven relocation opportunities
Career development programs including mentoring, certification (e.g., Anthropic, Gemini, GCP, Azure, AWS), and English classes
Stable pay with participation in the Employee Stock Purchase Plan offering a 15% discount
Benefits package including health insurance, multisport, and shopping vouchers
Referral bonuses up to $2,000
Offices with entertainment and relaxation zones, table tennis and football, free snacks, and coffee
Corporate, social, and well-being events

Elastyczne godziny

Pakiet relokacyjny

Budżet konferencyjny

Dofinansowanie szkoleń

Spotkania integracyjne

Kursy językowe

Karta sportowa

Opieka zdrowotna

Ubezpieczenie

Premie

Darmowe przekąski

Napoje w biurze

Inne informacje

Klikając w przycisk „Aplikuj” lub w inny sposób wysyłając zgłoszenie rekrutacyjne, zgadzasz się na przetwarzanie Twoich danych osobowych przez EPAM Systems (Poland) sp. z o.o. z siedzibą w: Fabryczna 1A, 31-553 Kraków (Pracodawca), jako administratora danych osobowych w celu przeprowadzenia rekrutacji na stanowisko wskazane w ogłoszeniu zgodnie Polityką Prywatności dostępną na stronie: https://www.epam.com/applicant-privacy-notice

EPAM Systems

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