4 of 4 Permanent Benchmarking Jobs in Oxford

risks Define and track key architectural metrics and milestones throughout the chip development lifecycle (pre-RTL through tape-out and post-silicon validation) Support benchmarking and performance analysis efforts, helping teams understand where the system delivers against AI workload targets and where it falls short What We're Looking ...

domain experts across the laboratory to specify, collect, and curate high-value experimental datasets. Design and maintain scalable experimentation pipelines for model training, evaluation, benchmarking, and reproducible research. Analyse experimental results using rigorous scientific methodologies and translate insights into actionable improvements for model performance in a data-centric way. Collaborate ...

automated testing of model correctness, numerical accuracy, and on-chip performance after every change to models, compilers, or firmware Develop and maintain tooling for benchmarking model inference on custom silicon, including latency, throughput, power, and utilisation metrics Collaborate closely with ML researchers, compiler engineers, and hardware architects to identify ...

inside their own organisation. This is an early-stage role where you will help write the playbook. You will be as comfortable in a benchmarking discussion with a customer's ML engineers as you are presenting a solution to their technical leadership, and you will act as a vital channel … positioned against it Background or genuine curiosity in novel compute - photonics, optical computing, or other post-silicon architectures Enough hands-on credibility with benchmarking and performance analysis that customer ML and infrastructure engineers respect your reading of results Compensation & Benefits Highly Competitive Salary: We are not saying our salary ...