ML Performance Architect

2 weeks ago


London, United Kingdom IC Resources Full time

I am seeking a ML Performance Architect to join my start-up semiconductor client in London developing a unique new processor technology, all software and hardware from scratch, to run the world’s largest language models and optimise speed. The position requires a breadth of experience working on performance architecture of NPU / GPU / CPU / AI accelerators and at a senior level, as you’ll be operating on your own prior to the hiring of additional architects.

Primary responsibilities

  • Develop new architectural features to help design next generation hardware
  • Build a simulation of network hierarchies, to put together multi-core architectures
  • Evaluate performance of cutting-edge AI workloads, characterisation and mapping
  • Design space exploration
  • MSc or PhD with 5+ years industry experience working on performance architecture of NPU / GPU / CPU / AI accelerators
  • Software-hardware co-design
  • work
  • Deep learning frameworks, PyTorch, TensorFlow
  • C/C++, Python

ML Performance Architect

I am seeking a ML Performance Architect to join my start-up semiconductor client in London developing a unique new processor technology, all software and hardware from scratch, to run the world’s largest language models and optimise speed. The position requires a breadth of experience working on performance architecture of NPU / GPU / CPU / AI accelerators and at a senior level, as you’ll be operating on your own prior to the hiring of additional architects.

Primary responsibilities

  • Develop new architectural features to help design next generation hardware
  • Build a simulation of network hierarchies, to put together multi-core architectures
  • Evaluate performance of cutting-edge AI workloads, characterisation and mapping
  • Design space exploration
Essential experience
  • MSc or PhD with 5+ years industry experience working on performance architecture of NPU / GPU / CPU / AI accelerators
  • Software-hardware co-design
  • work
  • Deep learning frameworks, PyTorch, TensorFlow
  • C/C++, Python
Desirable
  • MLOps, including model training, quantisiation, sparsity, model preprocessing etc.
  • ML Compiler stack
  • Verilog / RTL designs
What’s on offer?

£80-120,000 (depending on experience and technical match) amongst other benefits

Hybrid working

Interested?This is a great opportunity for a MSc or PhD-educated ML Performance Architect. Please apply now for immediate consideration and speak with Chris Wyatt who is recruiting for this position in London, Greater London, UK.

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