7 of 7 Permanent Benchmarking Jobs in Oxford

advocating for user needs and industry best practices Process Improvement & Innovation Identify and prioritize service improvement opportunities through data analysis, user feedback, and industry benchmarking Develop business cases including investment requirements, expected returns, and benefit realization plans Collaborate with process owners, knowledge management, and engineering teams to design and implement ...

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 ...

into hardware-agnostic pseudo-code, and work with the hardware team to ensure efficient implementation on Quantum Dice’s architecture. This role emphasizes rigorous benchmarking, integration with industrial problems, and #J-18808-Ljbffr ...

automated parameter prediction system, creating self-optimising loops that allow the submission script to adapt to problem‐specific landscapes without manual intervention. 2) Benchmarking and industrial integration Define rigorous performance metrics and plan comprehensive test suites for industrial‐scale problems (e.g. logistics, finance, or materials science). Work … integration of probabilistic kernels into automated decision‐making engines. Conduct competitive benchmarking against state‐of‐the‐art classical solvers and quantum backends. 3) Hardware‐algorithm co‐design Maintain and extend our Python‐based simulatorsto verify algorithmic performance. Translate research intopseudo‐code for hardware implementation. You will learn the specifics ...

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 ...