13 Performance Analysis Jobs in Cambridgeshire

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 »

Performance Analysis Engineer I am seeking an experienced Performance Analysis Engineer with key strengths in utilising ML models to carry out performance analysis on NPUs, CPUs or GPUs. This is an excellent opportunity to join a well-funded semiconductor start-up developing the entire … stack, both software and hardware, for AI accelerators. Primary Responsibilities Working closely with the modelling and performance team to apply ML models to investigate simulations and carry out performance analysis on a NPU (Neural Processing Unit) Required 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 Industry experience at leading NPU, CPU, GPU, semiconductor manufacturer. Knowledge more »

Principal SoC Modeling Engineer We are working with the world's premier CPU and IP development company who are looking to recruit and experienced performance modeling engineer to their global headquarters in Cambridge. As a Performance Modelling Engineer, you will be responsible for creating these system level performance … generation systems within the company. Craft Holistic System Models: Build comprehensive system models by integrating various IP models from across the company. Optimize System Performance: Conduct performance characterization studies, identifying bottlenecks and opportunities for optimization. Drive Innovation in System Components: Develop exploration models for critical components like interconnects … memory controllers. Champion IP Feature Efficiency: Lead exploration studies that evaluate the effectiveness of proposed IP features within a broader system context. Empower System Analysis: Develop infrastructure to facilitate in-depth system inspection and root-cause analysis for informed decision-making. Lead System Performance Modelling: Play a more »

Job Description: Would you love to investigate performance issues and suggest product improvements on the different parts of a Mobile Phone's System-on-a-Chip? Would you like to analyse the performance of our future CPUs, graphics processors (GPUs) and Interconnect IPs when they are working together … Our Client Performance Analysis team is a team of highly motivated engineers ensuring that we maintain our leadership in mobile computing by helping our partners build outstanding products. Using detailed competitive analysis, sophisticated workload characterisation and advanced software modelling, we are regularly influencing our engineering teams and … its partners. Responsibilities: You will join the Systems Performance Analysis team within Central Technology as the System Analysis Engineer. You will run experiments on a pre-Silicon SoC environment analysing the performance of the different components (CPU, GPU, etc) using use-cases close to the ones 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 »

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 »

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 »

JOB DESCRIPTION We are looking for a software engineer with a strong analytical approach to join the team and help ensure the best performance and quality with most recent ML software and IP. The successful engineer will be highly flexible, quick to learn and be motivated by the opportunity … to understand and improve the performance of future Machine Learning solutions using our technology. JOB OVERVIEW: As a member of the ML System Analysis team you will explore, analyse, and influence the direction of Machine Learning performance on our IP and systems. You will use datacentre IP … hosted in the cloud to understand new use-cases and significant workloads to ensure our IP and systems deliver excellent ML performance and quality. We collaborate closely with other specialists across our company, including software, IP, and Systems teams to understand, explore and challenge the limits of performance more »

JOB OVERVIEW You will be joining our Performance Tools team, who design and develop the tools used for software profiling and CPU performance analysis. Their use as profiling applications for platforms ranges from mobile phones, to cars, to cloud servers. We are currently expanding our focus on the … design and development of new profiling tools. RESPONSIBILITIES: Understanding the processes used by the developers using our profiling tools The improvement and extension of performance counter and trace capture software (developed in C++). Development of performance analysis, presentation and UI software (developed in Java). Contribution 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 »

+ Bonus, Healthcare & Hybrid Working! This is a fantastic opportunity for a Senior Modelling Engineer with an interest in neural processor hardware and performance analysis software. This is a chance to join a well-funded Cambridge start-up at an exciting time of growth, you will get the … chance to work on multiple challenging projects. You will be developing, testing and maintaining highly accurate performance models for NPU IPs and you'll prune the design space of next generation NPU designs. You'll also support hardware design engineers to solve potential performance issues. What's required … but your experience may include some of the following: Experience coding in C++ Exposure to CPU and or GPU or NPU Experience with developing performance models for NPU IPs A degree in computer science (or similar) BSc - PhD If you are a Senior Modelling Engineer looking for an exciting 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 »

CPU and NPU Performance Workload Modeling Responsibilities: A deep background in workload modeling and CPU/NPU architecture. Play a role in the forefront CPU/NPU development team Lead the planning and implementation of tool systems for architectural exploration and performance analysis. Spearhead sw/hw integration … ideal candidate will demonstrate a robust understanding of CPU/NPU architecture, proficient workload extraction capabilities, and a strong grasp of compiler technologies, binary analysis, and software/hardware co-optimization principles. Industry experience in workload modeling and CPU/NPU architecture development. Proficiency in performance projection and … architectural exploration using System-on-Chip (SoC) simulators. Expertise in developing Slicing Tools and utilizing performance simulators such as GEM5 (O3 model), Sniper, and others. Strong skills in benchmark analysis and characterization. Familiarity with tools like QEMU and DynamoRIO (or x86 PIN) for binary analysis. Comprehensive understanding of more »