ML Performance Architect
2 weeks ago
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
- MLOps, including model training, quantisiation, sparsity, model preprocessing etc.
- ML Compiler stack
- Verilog / RTL designs
£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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