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IC Resources
cambridgeshire
Job 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 recommendati
Job Source: IC ResourcesIC Resources
Cambridge, England, United Kingdom
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.
Job Source: IC ResourcesIC Resources
cambridge
Job 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 per
Job Source: IC ResourcesIC Resources
Cambridge, England, United Kingdom
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.
Job Source: IC ResourcesIC Resources
Cambridge, England, United Kingdom
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 perf
Job Source: IC ResourcesIC Resources
cambridge
Job Description 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
Job Source: IC ResourcesNeubla
cambridge
Job 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 lo
Job Source: NeublaNeubla
Cambridge, England, United Kingdom
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 experience i
Job Source: Neublacambridgeshire, england, United Kingdom
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 - AI Accelerator jobs in cambridgeshire, england, United Kingdom
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