12 Permanent Performance Analysis Jobs in Cambridgeshire

Job DescriptionNPU System Performance Modelling Engineer in Cambridge, UKAbout NeublaAs pioneers of innovative neural computing, Neubla is transforming the future of computing by bringing the enormous potential of neural computing to the highest performance in most data-intensive applications. Neubla is made up of people with expertise and … for an exceptional individual with a passion to learn about ground-breaking AI architectures and who is eager to build highly optimised models for performance and functional simulation.Performance and functional simulation are critical tools for architecture exploration, and it has been used to make many important decisions of various … new micro-architectural ideas and design trade-offs to shape the system features of the next generation AI accelerator by developing, verifying, and using performance models for data-driven architectural exploration and validation.Job DescriptionDevelop, test, and maintain accurate performance models for system IPs, ranging from a memory subsystem more »

NeublaAs pioneers of innovative neural computing, Neubla is transforming the future of computing by bringing the enormous potential of neural computing to the highest performance in most data-intensive applications. Neubla is made up of people with expertise and lots of experience in many different fields such as AI … for an exceptional individual with a passion to learn about ground-breaking AI architectures and who are eager to build highly optimised models for performance and functional simulation.Performance and functional simulation are critical tools for architecture exploration, and it has been used to make many important decisions of various … micro-architectures like CPU. However, in AI accelerator domain, the performance model has often been taken lightly due to the regular computation patterns of neural network models. However neural network models are getting bigger and much more complex every month, and it became almost impossible to estimate performance more »

Job DescriptionML Systems Performance Analysis - AI AcceleratorI am seeking someone experienced in Systems Performance Analysis, specifically using performance simulators to develop benchmarks and to analyse and identify bottlenecks in NPUs/AI Accelerators. Must be able to work closely with HW and SW teams to … provide optimisation recommendations by understanding performance opportunities on current processor architecture. Based in Cambridge on a hybrid basis.Primary ResponsibilitiesUsing ML models to carry out performance analysis on NPUs.Working closely with the modelling and performance teams utilising the simulator for NPU performance analysis.Pinpointing problems in the … proposing optimisations, bottlenecks, latency etc.Required ExperienceMasters or PhD in Computer Science, Electronic Engineering or similar.At least 4 years of industry experience working on system performance analysis for NPUs/GPUs.Understanding of NPU (neural processing unit) hardware and software.Strong knowledge of CNN and Transformer Architecture.Experience with ML frameworks like more »

NPU Systems Performance Analysis Engineer I am seeking someone experienced in Systems Performance Analysis, specifically using performance simulators to develop benchmarks and to analyse and identify bottlenecks in NPUs/AI Accelerators. Must be able to work closely with HW and SW teams to provide … optimisation recommendations by understanding performance opportunities on current processor architecture. Based in Cambridge on a hybrid basis. Primary Responsibilities Using ML models to carry out performance analysis on NPUs. Working closely with the modelling and performance teams utilising the simulator for NPU performance analysis. Pinpointing … latency etc. Required Experience Masters or PhD in Computer Science, Electronic Engineering or similar. At least 4 years of industry experience working on system performance analysis for NPUs/GPUs. Understanding of NPU (neural processing unit) hardware and software. Strong knowledge of CNN and Transformer Architecture. Experience with more »

ML Systems Performance Analysis - AI Accelerator I am seeking someone experienced in Systems Performance Analysis, specifically using performance simulators to develop benchmarks and to analyse and identify bottlenecks in NPUs/AI Accelerators. Must be able to work closely with HW and SW teams to … provide optimisation recommendations by understanding performance opportunities on current processor architecture. Based in Cambridge on a hybrid basis. Primary Responsibilities Using ML models to carry out performance analysis on NPUs. Working closely with the modelling and performance teams utilising the simulator for NPU performance analysis. … latency etc. Required Experience Masters or PhD in Computer Science, Electronic Engineering or similar. At least 4 years of industry experience working on system performance analysis for NPUs/GPUs. Understanding of NPU (neural processing unit) hardware and software. Strong knowledge of CNN and Transformer Architecture. Experience with more »

NPU System Performance Modelling Engineer in Cambridge, UK About Neubla As pioneers of innovative neural computing, Neubla is transforming the future of computing by bringing the enormous potential of neural computing to the highest performance in most data-intensive applications. Neubla is made up of people with expertise … for an exceptional individual with a passion to learn about ground-breaking AI architectures and who is eager to build highly optimised models for performance and functional simulation. Performance and functional simulation are critical tools for architecture exploration, and it has been used to make many important decisions … new micro-architectural ideas and design trade-offs to shape the system features of the next generation AI accelerator by developing, verifying, and using performance models for data-driven architectural exploration and validation. Job Description Develop, test, and maintain accurate performance models for system IPs, ranging from a more »

Performance Tools Engineer in Cambridge, UK About Neubla As pioneers of innovative neural computing, Neubla is transforming the future of computing by bringing the enormous potential of neural computing to the highest performance in most data-intensive applications. Neubla is made up of people with expertise and lots … for an exceptional individual with a passion to learn about ground-breaking AI architectures and who are eager to build highly optimised models for performance and functional simulation. Performance and functional simulation are critical tools for architecture exploration, and it has been used to make many important decisions … of various micro-architectures like CPU. However, in AI accelerator domain, the performance model has often been taken lightly due to the regular computation patterns of neural network models. However neural network models are getting bigger and much more complex every month, and it became almost impossible to estimate more »

exceed expectations and contribute to the development of cutting-edge electronic systems. They will also be involved in firmware and software development, circuit design, performance analysis, and testing. The ideal candidate will have an undergraduate degree in electronic engineering, computer science, or a related discipline, with hands-on more »

Senior C++ Performance Software Engineer £70,000 - £90,000 + Bonus & healthcare! My client is a multinational Semiconductor scale-up, focused on AI acceleration architectures. Their performance team is expanding and looking to bring on a Senior C++ Performance Software Engineer to develop and maintain various tools … used for functional and performance analysis and debugging. They are looking for someone to collaborate with multi-site teams to make data-driven decisions within the company. You will also develop, test and verify reference compute compute library for proprietary NPU ISA. What's required? Strong C++ and … of processor architectures - GPU, CPU or NPU Knowledge of Machine Learning and ML hardware accelerators Experience developing compute librariesIf you are a Senior C++ Performance Software Engineer looking for an exciting opportunity within a growing organisation, please apply to learn more! If you are interested in this or other more »

their team developing the very latest mobile GPU technology. The role will involve defining and developing the GPU architecture, as well as modelling and performance analysis for new GPU features. This role would suit a seasoned GPU Architect, or a Digital ASIC Design Engineer with a solid understanding more »

ML System Performance Engineer I am seeking an experienced ML System Performance Engineer who has a track record of using ML models to carry out performance analysis on NPUs, CPUs or GPUs and to be based in Cambridge working on a hybrid basis. Must have a … track record of utilising ML models to investigate simulators for system performance analysis. E.g., bottlenecks, latency, workload analysis, changes and debugging. Primary Responsibilities Working closely with the modelling and performance team to apply ML models to investigate simulations and carry out performance analysis on NPUs … Experience Masters or PhD in Computer Science, Electronic Engineering or similar. At least 4 years of industry experience working with ML models for system performance analysis. Strong background with CNN and Transformer Architecture. Experience with ML frameworks like Pytorch/Tensorflow and programming languages C++ and Python. Desired Experience more »

of this team, you will be responsible for the circuit design of Analog/Mixed Signal building blocks for critical components. This position involves performance analysis, optimisation, design verification, and the integration of considerations for test, yield, and reliability into the design process. Moreover, you will contribute significantly … Responsibilities: Lead the design of Analog/Mixed Signal building blocks, particularly emphasising Analog design for crucial components in sensor products. Engage in detailed performance analysis and optimisation activities to ensure the highest level of functionality and efficiency in the designed circuits. Implement robust design verification processes to … validate the functionality and performance of the designed Analog circuits Integrate considerations for testability, yield improvement, and reliability enhancement into the Analog circuit design process. Play a pivotal role in specifying and implementing functional safety features, ensuring compliance with automotive safety standards for sensor applications.Qualifications: Bachelor's/Master more »