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Senior ML Engineer (Token Factory)

Nebius · London

7 months ago

Not specifiedllm inferencegpu performance optimizationlow-precision training

Workplace

Not specified

Location

London

Posted

7 months ago

Summary

Nebius is hiring a senior ML engineer for its Token Factory platform, focused on high-performance LLM inference, fine-tuning, and low-precision workloads across tens of thousands of GPUs. The role involves GPU profiling, inference optimization, custom kernels, and modern deep learning infrastructure; the working arrangement is not specified.

Responsibilities

  • Profile gpu workloads with nsight and pytorch profiler
  • Optimize llm inference throughput and latency
  • Implement speculative decoding architectures in inference engines
  • Build low-precision training and inference pipelines
  • Optimize dense and moe model components
  • Contribute to open-source inference engines
  • Develop distributed systems and high-load services
pythongpunsightpytorch profilertransformer architecturemharopekv-cacheflash attentionquantisationfp8nvfp4/mxfp4sharding strategiescustom kernelsci/cdversion controlunit testingvllmsglangtensorrt-llmtritoncutecutlasscudaspeculative decodingdistributed systemshigh-load web services
llm inferencegpu performance optimizationlow-precision trainingdeep learning infrastructuredistributed systemsfoundation models