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 »
Cambridge, England, United Kingdom Hybrid / WFH Options
IC Resources
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 performanceanalysis 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 performanceanalysis 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 »
overtime among other benefits. You will be analysing and improving real-time simulations that surround complex missile hardware. Your Responsibilities: Conducting experiments Improving the performance of weapons systems in varying scenarios Creating low-level complexity maps, then analysing high-level system performance You Will Have: A breadth of … engineering knowledge with deeper experience in a few of the following areas: System performanceanalysis Interface debugging and system integration Testing of sensors or other sub-systems Use of microcontrollers (e.g. Raspberry Pi) Understanding of Linux Key Information: Role: Systems Engineer (Hardware-in-the-Loop) Salary … be a British passport holder due to security requirements You will be successful in this role if you have an understanding of complex systems analysis, debugging and integration, and if you enjoy working in a laboratory environment as part of a collaborative team. Due to the nature of work more »
Cambridgeshire, England, United Kingdom Hybrid / WFH Options
IC Resources
ML Systems PerformanceAnalysis - AI Accelerator I am seeking someone experienced in Systems PerformanceAnalysis, 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 performanceanalysis 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 performanceanalysis 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 »
customer satisfaction. Produces and delivers Annual Sales Plan in line with IOMS product line requirements. Lead and drive IOMS EMEA forecast. Runs price/performance, capture price where possible and implement corrective or growth measures where necessary. Represents IOMS Commercial operations at senior procurement and management level during sales … facilitate the smooth and clean processing of sales orders. Lead scientific and commercial presentations at seminars and meetings. Maintains, updates competitive/geographical product performanceanalysis and SWOT (strength, weaknesses, opportunities and threats) tables for the product(s) supported by the team. Continuous transfer of knowledge on product … Spectrometry 5 years of relevant business experience with external and internal experiences: External (customer facing) experience within a manufacturing or distribution business for Instrument analysis equipment; comfort in external environments Internal (marketing or project management, preferably multi-project management) experience in capital goods manufacturing company; effectiveness in internal environments 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, performanceanalysis, and testing. The ideal candidate will have an undergraduate degree in electronic engineering, computer science, or a related discipline, with hands-on more »
operational planning and administering patient care. Responsible for supporting the Head of Analytics in the seamless delivery of bespoke robust business intelligence (information and performanceanalysis) to stakeholders across our clinical divisions Core focus on the provision of bespoke analysis to operational and clinical customers by using … analytics techniques including regular performance dashboards, demand and capacity modelling, business planning, statistical analysis, and responding to ad hoc queries for information and analysis. Working as an 'Analytical Business Partner', you will ensure that operational and clinical colleagues in the Operational Division have timely access to the insights … also have experience in working with benchmarking tools, activity forecasting, modelling, and statistical analysis. You will have proven experience in using SQL querying for analysis and programming languages such R or Python. Main duties of the job Provide specialist advice across a wide range of information areas: collation, analysismore »
