EPAM Systems
AI

Machine Learning Engineer

EPAM Systems · London, ENG, GB

Actively hiring Posted 7 days ago

Responsibilities

  • Build and surface MCP Servers and Tools using the internal MCP Gateway
  • Develop APIs and service endpoints with FastAPI for MCP integrations
  • Implement agent and LLM frameworks (e.g., LangChain, LangGraph) to enable sophisticated AI workflows
  • Apply prompt engineering strategies and build RAG-based architecture for enhanced response accuracy
  • Automate quality controls and develop evaluation systems for LLM reliability and performance
  • Containerize and orchestrate AI services using Kubernetes for scalable deployment
  • Collaborate cross-functionally with product, QA, and architecture teams to ensure secure, enterprise-grade solutions
  • Maintain documentation for MCP integrations, testing pipelines, and workflow standards
  • Integrate CI/CD practices to streamline deployment and testing processes

Basic qualifications

  • Strong programming experience in Python for backend development and automation
  • Expertise in REST API development using FastAPI for production-scale services
  • Familiarity with Model Context Protocol (MCP) standards, server/client patterns
  • Working knowledge of LLM/agent frameworks such as LangChain or LangGraph
  • Understanding of containerization and orchestration tools like Kubernetes
  • Ability to implement prompt engineering principles and RAG-based solutions
  • Solid grasp of Agile delivery models, CI/CD workflows, and secure coding practices
  • Excellent problem-solving and cross-team communication skills

Preferred qualifications

  • Experience with observability and monitoring tools for AI-driven workloads
  • Familiarity with vector databases for semantic search and retrieval
  • Knowledge of cloud platforms (AWS, GCP, Azure) and GPU-accelerated compute
  • Background designing evaluation frameworks for AI model performance
  • Exposure to large-scale AI deployment in enterprise environments
  • EPAM Employee Stock Purchase Plan (ESPP)
  • Protection benefits including life assurance, income protection and critical illness cover
  • Private medical insurance and dental care
  • Employee Assistance Program
  • Competitive group pension plan
  • Cyclescheme, Techscheme and season ticket loans
  • Various perks such as free Wednesday lunch in-office, on-site massages and regular social events
  • Learning and development opportunities including in-house training and coaching, professional certifications, and courses
  • If otherwise eligible, participation in the discretionary annual bonus program
  • If otherwise eligible and hired into a qualifying level, participation in the discretionary Long-Term Incentive (LTI) Program

Tags & focus areas

Used for matching and alerts on DevFound
Ai Ai Engineer Machine Learning Generative Ai

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