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Senior Machine Learning Optimization Expert

2 months ago

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

We are seeking a highly skilled Senior Machine Learning Optimization Specialist to join our team at ARM. As a key member of our Machine Learning group, you will play a critical role in helping us showcase the AI capabilities of our next-generation mobile, server, and embedded devices.

Responsibilities
  • Collaborate with our team of experts to develop and implement machine learning algorithms that optimize performance and efficiency on ARM processors.
  • Work closely with developers and stakeholders to understand their needs and provide analysis and insights to support the deployment of machine learning workloads on ARM devices.
  • Develop and maintain relationships with key partners and customers to promote the use of ARM processors in machine learning applications.
  • Stay up-to-date with the latest advancements in machine learning and AI, and apply this knowledge to drive innovation and improvement in our products and services.
Requirements
  • Strong programming skills in languages such as Python, C++, and OOP.
  • Experience with machine learning frameworks such as TensorFlow, ONNX, GGML, or PyTorch.
  • Ability to break down complex machine learning use cases and provide actionable insights.
  • Excellent communication and interpersonal skills, with the ability to work effectively with cross-functional teams.
  • Experience with prototyping AI use cases on a variety of hardware platforms.
Nice to Have
  • Experience with programming mobile GPUs, such as using shaders or Vulkan.
  • Knowledge of system concepts such as bandwidth, power, area, latency, and throughput.
  • Experience with Android application development using Android Studio.
About ARM

At ARM, we are 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 do not discriminate on the basis of race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.