Senior Performance Analysis Engineer

2 months ago

Ely, Cambridgeshire, United Kingdom ARM Full time
About the Role

At ARM, we are seeking a highly skilled Performance Analysis Engineer to join our Machine Learning team. As a key member of our team, you will play a critical role in helping us showcase the AI capabilities of our efficient, next-generation mobile, server, and embedded devices.

We are a diverse team of hardworking problem solvers located across multiple countries, and our flexible working practices enable us to collaborate efficiently across our different regions. We provide analysis, insights, collateral, and expertise that we share with our developers, senior stakeholders, and the wider ecosystem to make running AI best on ARM.

Key Responsibilities
  • Collaborate with our team to analyze and optimize machine learning workloads on ARM processors.
  • Develop and maintain tools and frameworks to support machine learning development and deployment.
  • Work closely with our developers and stakeholders to understand their needs and provide expert advice on performance optimization.
  • Contribute to the development of our machine learning ecosystem, including the creation of documentation, tutorials, and other resources.
  • Stay up-to-date with the latest advancements in machine learning and performance optimization, and apply this knowledge to improve our products and services.
Requirements
  • Strong programming skills, preferably in Python, C++, and OOP.
  • Experience with machine learning frameworks such as TensorFlow, ONNX, GGML, or PyTorch.
  • Experience with breaking down machine learning use-cases in a system context and providing insights.
  • A desire to have a positive impact both within our team and the wider ARM ecosystem.
  • Experience with prototyping AI use-cases on a variety of hardware platforms.
Desirable Skills
  • Programming mobile GPUs (e.g., using shaders, Vulkan) would be a valuable differentiator.
  • Experience with profiling system concepts such as bandwidth, power, area, latency, and throughput.
  • Android application development using Android Studio.
About ARM

ARM is an equal opportunity employer, committed to providing an environment of mutual respect where equal opportunities are available to all applicants and colleagues. We are a diverse organization of dedicated and innovative individuals, and we don't discriminate on the basis of race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.

We believe in bringing people together face-to-face to enable us to work at pace, whilst recognizing the value of flexibility. Within that framework, we empower groups/teams to determine their own hybrid working patterns, depending on the work and the team's needs.

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