ML Performance Architect

3 weeks ago


London, United Kingdom IC Resources Full time

ML Performance Architect


Do you have the following skills, experience and drive to succeed in this role Find out below.

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, characterization 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

Deep learning frameworks, PyTorch, TensorFlow

C/C++, Python

Desirable

MLOps, including model training, quantization, 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 at IC Resources who is recruiting for this position in London, Greater London, UK.



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