EPAM Systems

Senior DevOps / Platform Engineer - AI Agent Platform

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SeniorZdalnie·GdańskFull-time

#447671·Dodano miesiąc temu·1

Źródło: justjoin.it

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Tech Stack / Keywords

MLOpsAWS CI/CD Docker PythonAmazon ECR

Podsumowanie oferty

As a Senior MLOps Engineer, you will own the agentic versioning model, promotion workflow, and rollback patterns across the agent estate for an Enterprise Agent Development Platform. This production-grade, cloud-native ecosystem enables engineering teams to define, orchestrate, deploy, and observe AI agents at scale. The role includes standardizing agent development, CI/CD automation, and ensuring security, quality, and governance standards.

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

Elastyczne godziny

Płatny urlop

Dofinansowanie szkoleń

Budżet konferencyjny

Kursy językowe

Opieka zdrowotna

Karta sportowa

Premie

Udziały pracownicze

Darmowe przekąski

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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