EPAM Systems

Senior MLOps Engineer

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SeniorZdalnie·KrakówFull-time

#447600·Dodano 26 dni temu·0

Źródło: justjoin.it

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Tech Stack / Keywords

MLOpsAWS CI/CD DockerAmazon ECRModel RegistryAgentCore Runtime

Podsumowanie oferty

The Senior MLOps Engineer will own the agentic versioning model, promotion workflow, and rollback patterns for an Enterprise Agent Development Platform. This platform enables teams to define, deploy, and observe AI agents at scale on AWS AgentCore Runtime. The role involves standardizing agent development, ensuring quality, and managing agent lifecycle and deployment processes.

Wymagania

5+ years of experience in MLOps or DevOps engineering with AI/ML systems
Hands-on experience with deployment, promotion, or rollback workflows for AI agents including agent evaluation gates and endpoint management
Experience in versioning and lifecycle management for LLM agents or ML models
Experience with 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

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 to guarantee quality before production release
Establish agent rollback patterns that restore previous agent versions while validating functionality
Configure AWS ECR for agent images, covering ARM64 tagging, lifecycle policies, and image signing
Integrate with the Agent Registry to auto-register agent versions with metadata such as evaluation results and promotion status
Collaborate with engineering teams to standardize versioning and lifecycle practices across the agent estate

Benefity

Opportunity to join a team driving innovation in AI, cloud, and digital platform modernization
Hybrid work mode and option to work remotely within Poland
Chance to work abroad up to 60 days annually
Business-driven relocation opportunities
Career development programs, mentoring, and certification opportunities (Anthropic, Gemini, GCP, Azure, AWS)
English 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, table tennis, football, free snacks and coffee
Corporate, social, and well-being events
Open to contractors with individually agreed B2B terms

Elastyczne godziny

Dofinansowanie szkoleń

Budżet konferencyjny

Kursy językowe

Opieka zdrowotna

Karta sportowa

Ubezpieczenie

Darmowe przekąski

Napoje w biurze

Premie

Inne informacje

By applying, candidates agree to the processing of their personal data by EPAM Systems (Poland) sp. z o.o. located at Fabryczna 1A, 31-553 Kraków for recruitment purposes, according to the Privacy Policy available on EPAM's website.

EPAM Systems

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