Huawei R&D UK

Sr. CPU/NPU Performance Workload Modeling Technical Expert

Cambridge, GB · Senior

Sponsorship not specifiedDetected 922 days ago

C++Deep LearningPyTorchNLPComputer VisionResearchCommunicationCollaboration

About the role

As a performance engineer you will work on characterization of workloads, defining methodology of tracing and reduction of large-scale AI models for various content to speedup simulation and performance projection.
The role we are seeking to fill is for a senior Technical Expert with a profound background in workload modelling and CPU/NPU Architecture.
This expert will be a key member of a team at the forefront of CPU/NPU development.

Engage in the investigation of cutting-edge, high-performance server CPU/NPU core and SOC architecture design, contributing vital data support for crucial decision-making processes.
Design and execute the implementation of relevant tool systems for the exploration of architecture and the analysis of performance.
Develop strategies for software/hardware co-optimization features and lead the integration of software and hardware components for the next generation processor.
Skilled in developing and utilizing performance simulators, including GEM5 (O3 model), Sniper, and others.
This spirit of innovation has led Huawei to work in close partnership with leading academic institutions in the UK to develop and refine the latest technologies.
And through this commitment, the UK will play an increasingly significant role in helping Huawei to develop the technologies of the future that will transform the way we all communicate, work and live.
With a practical approach to everything we do, we concentrate our efforts and invest patiently to drive technological breakthroughs.
Our combined passion drives development across the global innovation value chain.
In the UK, we already have design centers in Cambridge, London, Edinburgh, Ipswich and Bristol.
We invite you to join us on this exciting journey and drive your career forward.

Required: Possess extensive industry experience in workload modelling and the development of CPU/NPU architecture.
Experience with frameworks like TesorFlow, PyTorch Strong grasp of binary analysis, and software/hardware co-optimization techniques.

Our vision and mission is to bring digital to every person, home and organization for a fully connected, intelligent world.
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Abo ut Huawei Research and Development UK Limited Founded in 1987, Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices.

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