Senior Performance Analysis Engineer
1 week ago
We are seeking a highly skilled Performance 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.
As a Performance Optimization Specialist, you will be responsible for providing analysis, insights, and collateral to our developers, senior stakeholders, and the wider ecosystem to ensure that our AI solutions are optimized for performance. You will work closely with our team to identify areas for improvement and develop strategies to enhance the performance of our AI workloads.
Key Responsibilities- Collaborate with our Machine Learning team to identify performance bottlenecks and develop solutions to optimize AI workloads.
- Provide expert analysis and insights to our developers and stakeholders to ensure that our AI solutions are optimized for performance.
- Develop and maintain collateral to support the deployment of AI workloads on ARM processors.
- Work closely with our team to identify areas for improvement and develop strategies to enhance the performance of our AI workloads.
- Good programming skills, preferably in Python, C++, and OOP.
- Experience with machine learning frameworks such as TensorFlow, ONNX, GGML, or PyTorch.
- Experience in breaking down machine learning use-cases in a system context and providing insights.
- A desire to have a positive impact within our team and the wider ARM ecosystem.
- Experience in prototyping AI use-cases on a variety of hardware platforms.
- Programming mobile GPUs (e.g. using shaders, Vulkan) would be a valuable differentiator.
- Experience in profiling system concepts such as bandwidth, power, area, latency, and throughput.
- Android application development using Android Studio.
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.
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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