highlisted

Member of Technical Staff, ML Inference Engineering

Sanas·Bengaluru

Pay not stated8–14 yrsFull-time

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About the role

It's one of the most demanding environments in the industry: strict latency budgets, massive concurrency, and infrastructure that needs to be private and reliable. We're looking for a deeply hands-on, experienced engineer to help lead that build. This is someone who shapes core infrastructure and architecture decisions rather than just executing against a specification, and who naturally raises the level of the engineers working alongside them.

What you'll do

  • Implement custom kernels and low-level optimizations to push the absolute limits of GPU compute
  • Apply graph optimization, operator fusion, and hardware-specific code generation at the ML compiler level
  • Profile, analyze, and resolve deep system bottlenecks to radically improve latency, throughput, and memory efficiency
  • Drive model-level execution improvements, including mixed precision and advanced quantization strategies
  • Write and optimize custom inference server backends to handle complex business logic, scripting, and state management

What you need

  • 8–14 yrs of experience
  • Machine learning
  • Python
  • C++
  • C
  • Rust
  • Firewalls
  • Any graduate

Good to have

  • Kubernetes
  • LLMs
  • Roadmapping

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