ML Systems Performance Analysis
3 weeks ago
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.
Pinpointing problems in the HW / problems in the compiler and proposing optimisations, bottlenecks, 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 ML frameworks like Pytorch/Tensorflow and programming languages C++ and Python.
Desired Experience
Industry experience at NPU, GPU, semiconductor manufacturers.
What’s on offer
Competitive Salary (£120k)
Hybrid working (1-2 day’s onsite minimum, preference for more on-site if local)
Annual Bonus
25 days holiday
And more
-
ML Systems Performance Analysis
3 weeks ago
Cambridgeshire, United Kingdom IC Resources Full timeML 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...
-
ML Systems Performance Analysis
1 week ago
Cambridgeshire, United Kingdom IC Resources Full timeJob 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...
-
ML Systems Performance Analysis
3 weeks ago
Cambridgeshire, United Kingdom IC Resources Full timeML 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...
-
ML Systems Performance Analysis
1 day ago
Cambridgeshire, United Kingdom IC Resources Full timeML Systems Performance Analysis - AI AcceleratorIncrease your chances of reaching the interview stage by reading the complete job description and applying promptly.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....
-
ML Systems Performance Analysis
3 weeks ago
Cambridgeshire, United Kingdom IC Resources Full timeML 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...
-
ML Systems Performance Analysis
6 hours ago
Cambridgeshire, United Kingdom IC Resources Full timeJob Description 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...
-
ML System Performance Engineer
4 weeks ago
Cambridge, Cambridgeshire, United Kingdom IC Resources Full timeML 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.,...
-
ML System Performance Engineer
4 weeks ago
Cambridge, Cambridgeshire, United Kingdom IC Resources Full timeML 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.,...
-
NPU Systems Performance Analysis Engineer
4 weeks ago
Cambridge, Cambridgeshire, United Kingdom IC Resources Full timeNPU 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...
-
NPU Systems Performance Analysis Engineer
4 weeks ago
Cambridge, Cambridgeshire, United Kingdom IC Resources Full timeNPU 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...
-
NPU Systems Performance Analysis Engineer
4 weeks ago
Cambridge, Cambridgeshire, United Kingdom IC Resources Full timeNPU 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...
-
Senior Performance Analysis Engineer
4 days ago
Cambridge, Cambridgeshire, United Kingdom ARM Full timeWe are looking for a software engineer with a strong analytical approach to join our team and help ensure the best performance and quality with most recent Arm 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 and...
-
Performance Analyst
1 week ago
Cambridge, Cambridgeshire, United Kingdom DiverseJobsMatter Full timeJob Overview: Are you a skilled software engineer with a strong analytical mindset, ready to ensure the best machine learning performance? Join our team to help optimize the performance of our latest machine learning (ML) software, systems, and IP. The ideal candidate will be adaptable, quick to learn, and driven by the opportunity to understand and...
-
Performance Analyst
1 week ago
Cambridge, Cambridgeshire, United Kingdom DiverseJobsMatter Full timeJob Overview: Are you a skilled software engineer with a strong analytical mindset, ready to ensure the best machine learning performance? Join our team to help optimize the performance of our latest machine learning (ML) software, systems, and IP. The ideal candidate will be adaptable, quick to learn, and driven by the opportunity to understand and...
-
Performance Analyst SQL Python
4 days ago
Cambridge, Cambridgeshire, United Kingdom DiverseJobsMatter Full timeJob Overview: Are you a skilled software engineer with a strong analytical mindset, ready to ensure the best machine learning performance? Join our team to help optimize the performance of our latest machine learning (ML) software, systems, and IP. The ideal candidate will be adaptable, quick to learn, and driven by the opportunity to understand and...
-
Systems Analysis Engineer
5 hours ago
Cambridge, Cambridgeshire, United Kingdom Neubla Full timeJob Description 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 and lots of...
-
Systems Engineer Hybrid
6 hours ago
Cambridge, Cambridgeshire, United Kingdom IC Resources Full timeJob Description 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...
-
Performance Analysis
2 weeks ago
Cambridge, Cambridgeshire, United Kingdom European Recruitment Full timeCPU and NPU Performance Workload Modeling Responsibilities: Lead the planning and implementation of tool systems for architectural exploration and performance analysis. The ideal candidate will demonstrate a robust understanding of CPU/NPU architecture, proficient workload extraction capabilities, and a strong grasp of compiler technologies, binary...
-
NPU System Performance Engineer
2 weeks ago
Cambridge, Cambridgeshire, United Kingdom Neubla Full timeNPU 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 and lots of experience in many...
-
NPU System Performance Engineer
4 weeks ago
Cambridge, Cambridgeshire, United Kingdom Neubla Full timeNPU 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 and lots of experience in many...