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Senior Platform Engineer - Generative AI
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Offer summary

(Summary generated by AI based on the full job description)

The project builds an Enterprise Agent Development Platform for production-grade AI agents, focusing on standardization, orchestration and observability in the cloud. Key stack and tools include LangGraph, Strands Agents and AWS AgentCore Runtime. Main responsibilities cover implementing agent promotion workflows with quality gates, rollback mechanisms with validation (health checks, smoke tests), managing AgentCore endpoints/aliases, running agent version comparisons for regression detection and automating lifecycle operations in Python. Required minimum 3 years in platform/backend AI/ML and hands-on experience with promotion/evaluation-gate/rollback workflows in agentic projects. Offered: expert peers, hybrid work in Poland, up to 60 days abroad, development programs and certifications, private medical care, benefits package and ESPP with 15% discount.

newyou can start ASAP

Senior Platform Engineer - Generative AI

Company: EPAM Systems (Poland) sp. z o.o.

from: 13 November 2026
to: 13 December 2026
salary not specifiedB2B contract (full-time)
salary not specifiedcontract of employment
Offer parameters
level:senior
working mode:remote
Kraków, Grzegórzki
Kraków, GrzegórzkiFabryczna 1AView on map

Requirements

Expected technologies

AWS

Our requirements

  • 3+ years of platform or backend engineering experience with AI/ML systems
  • Hands-on experience with agent promotion, evaluation-gate, or rollback workflows in a production agentic AI project, such as AWS AgentCore Runtime endpoint/alias management, agent version comparison for regression detection, or blue/green rollback for LLM agents
  • Experience with multi-environment deployment and promotion workflows
  • Experience with rollback automation and safety validation
  • Experience with quality gate enforcement in deployment pipelines
  • English proficiency at B2 level or higher

Optional

  • Familiarity with AWS AgentCore Evaluation API hands-on usage
  • Experience with agent regression testing and version comparison
  • Knowledge of blue/green or canary deployment patterns for LLM agents
  • Experience with agent health monitoring post-deployment

Your responsibilities

  • Implement agent promotion workflows across environment progression (dev to qa to prod) with evaluation gate enforcement
  • Build agent rollback mechanisms to revert production agents to previous versions with validation such as health checks and smoke tests
  • Manage AWS AgentCore Runtime endpoints, including DEFAULT alias for latest versions and named endpoints for environment pinning
  • Enforce agent evaluation gates to block promotion to qa/prod when agents fail quality checks such as PII safety and workflow accuracy
  • Run agent version comparisons by executing the same evaluation suite against two agent versions to detect regression
  • Develop Python automation for agent lifecycle operations

About the project

We are looking for a Senior Platform Engineer - Generative AI to join our team building an Enterprise Agent Development Platform — a production-grade, cloud-native ecosystem that enables engineering teams to define, orchestrate, deploy, and observe AI agents at scale. The platform standardizes agent development across the organization using LangGraph and Strands Agents on AWS AgentCore Runtime. The initiative spans agent framework design, runtime architecture, marketplace integration, CI/CD automation, and enterprise-grade observability — reducing agent development from months to days while enforcing consistent security, quality, and governance standards.

What we offer

We gather like-minded people:
  • Top tech minds driving innovation in AI, cloud and digital platform modernization
  • Supportive team and agile, startup-like culture
  • Hybrid by design mode and opportunity to work remotely within Poland
  • Chance to work abroad for up to 60 days annually
  • Business-driven relocation opportunities
    • We provide growth opportunities:
  • Career development programs
  • Thought leadership, mentoring, soft skills and well-being programs
  • Certification (Anthropic, Gemini, GCP, Azure, AWS)
  • English classes
    • We cover it all:
  • Stable pay
  • Participation in the Employee Stock Purchase Plan with a 15% discount
  • Benefits package (health insurance, multisport, shopping vouchers)
  • Referral bonuses up to $2,000
  • Offices featuring entertainment and relaxation zones, table tennis and football, free snacks, coffee and more
  • Corporate, social and well-being events
    • Please, note:
  • Benefits listed above are available to employees only
  • We are open for working with Contractors. Terms of B2B cooperation agreements are agreed individually
  • We will reach out to selected candidates exclusively

    • Development opportunities we offer

    • conferences in Poland
    • development budget
    • external training
    • industry-specific e-learning platforms
    • intracompany training
    • mentoring
    • soft skills training
    • space for experimenting
    • substantive support from technological leaders
    • support of IT events
    • technical knowledge exchange within the company

    Benefits

    • private medical care
    • life insurance
    • flexible working time
    • fruits
    • integration events
    • retirement pension plan
    • no dress code
    • video games at work
    • coffee / tea
    • parking space for employees
    • leisure zone
    • employee referral program
    • charity initiatives

    Recruitment stages

    • 1.
      Recruiter Interview (30 min)
    • 2.
      Technical Interview (90 min)
    • 3.
      Manager Interview (60 min)
    • 4.
      Meeting with the Project Team or Client (60 min, optional)
    • 5.
      Welcome Aboard!

    EPAM Systems (Poland) sp. z o.o.

    EPAM is a leading global provider of digital platform engineering and development services. We are committed to having a positive impact on our customers, our employees, and our communities. We embrace a dynamic and inclusive culture. Here you will collaborate with multi-national teams, contribute to a myriad of innovative projects that deliver the most creative and cutting-edge solutions, and have an opportunity to continuously learn and grow. No matter where you are located, you will join a dedicated, creative, and diverse community that will help you discover your fullest potential.
    Senior Platform Engineer - Generative AI
    I apply to:
    EPAM Systems (Poland) sp. z o.o.
    Kraków, Grzegórzki
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