Senior MLOps Engineer
Tech Stack / Keywords
Firma i stanowisko
EPAM is a global leader in AI transformation engineering and integrated consulting, serving Forbes Global 2000 companies and startups. With over thirty years of experience in custom software, product, and platform engineering, they help clients become AI-Native enterprises.
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 evaluation gates and 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 designing CI/CD pipelines 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 policies as immutable units
- Manage AWS AgentCore Runtime versioning and endpoint management
- Design and enforce agent promotion workflows from dev to QA to production with embedded evaluation gates
- Establish rollback patterns ensuring agent version functionality
- Configure AWS ECR for agent images including tagging, lifecycle policies, and image signing
- Integrate with Agent Registry for auto-registration of agent versions and metadata
- Collaborate with engineering teams to standardize versioning and lifecycle practices across agents
Benefity
- Work with top AI, cloud, and digital platform experts
- Supportive and agile startup-like culture
- Hybrid work model with remote work opportunity within Poland
- Chance to work abroad up to 60 days annually
- Business-driven relocation opportunities
- Career development programs including mentoring and certification (Anthropic, Gemini, GCP, Azure, AWS)
- English classes
- Stable pay with Employee Stock Purchase Plan offering 15% discount
- Benefits package including health insurance, multisport, shopping vouchers
- Referral bonuses up to $2,000
- Offices with entertainment and relaxation zones plus free snacks and coffee
- Corporate, social, and well-being events
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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