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ES

Senior Optimization / Algorithms Engineer

EPAM Systems
πŸ‡¨πŸ‡Ώ Czechia | πŸ‡ΈπŸ‡° Slovakia
Remote
Senior
1 day ago
  • Kubernetes
  • AI/ML
  • Python
  • Golang
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We are looking for aSenior/Lead Optimization/Algorithms Engineer to design and build the combinatorial optimization core that powers topology-aware TPU scheduling, translating scheduling constraints into solvable mathematical models.

Responsibilities

  • Develop the combinatorial solver core for TPU slice placement
  • Build MIP/CP-SAT models representing multi-host slice constraints
  • Perform latency profiling to ensure sub-second solve times at scale
  • Translate Kubernetes CRD/Pod spec constraints into abstract graph/optimization models
  • Collaborate with AI/ML Performance Engineers to incorporate empirical hardware coefficients into the cost model

Requirements

  • Strong background in combinatorial optimization, operations research, or algorithms engineering
  • Experience with MIP/CP-SAT solvers (e.g., OR-Tools, Gurobi, CPLEX)
  • Proficiency in Python and/or Golang
  • Understanding of graph theory and constraint satisfaction problems
  • Familiarity with performance profiling and latency-critical systems

Nice to have

  • Prior exposure to Kubernetes scheduling internals
  • Experience with distributed systems optimization

Senior Optimization / Algorithms Engineer Β· EPAM Systems

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