System Performance Engineer AIML, Platform Architecture
Santa Clara County, CA - USA
Job Summary
As a System Performance Engineer - AI/ML on the Platform Architecture team you will play a critical role in ensuring the performance excellence of Apple products by benchmarking AI experiences.
Curate and define AI workloads that represent real user experiences across market segments define useful metrics design experiments to measure and analyze the workloads across diverse hardware and software and build useful insights informed by data and heuristics. nAnalyze system behavior and data to explain not just what the numbers are but why - connecting observed performance to underlying hardware and software behavior and uncovering optimization opportunities across all aspects of hardware (CPU GPU Neural Engine memory storage) software (OS drivers applications) and system characteristics (thermals power and acoustics).nPresent findings and provide insights to executive leadership and a broad network of cross-functional partners translating deep technical analysis into clear actionable on top of the latest developments in AI technology - new models frameworks accelerators device features and product launches.
Bachelors Degree in Computer Engineering Electrical Engineering Computer Science or a related in performance measurement analysis debug and optimization using software profiling tools (e.g. VTune Nsight uProf WPA HWInfo).nExperience curating running and interpreting AI/ML workloads or benchmarks and experience with the frameworks and hardware-specific runtimes used (e.g. PyTorch TensorFlow TensorRT/CUDA OpenVINO).
10 years of industry experience in performance of the hardware that accelerates AI/ML GPUs NPUs and the memory and bandwidth factors that drive performance and why they cause performance of OS fundamentals and system-level performance including performance power and thermal profiling communication and presentation skills with the ability to distill complex analysis for technical and executive interpersonal skills; ability to work cross-functionally from silicon to SW and desire to learn new things from deep technical topics to user in Python for scripting and of macOS Windows and Linux operating systems.
Required Experience:
Staff IC
About Company
Ask Siri to name the most successful company in the world and it might respond: Apple. And it's not just out of familial pride. Apple consistently ranks highly in profit, revenue, market capitalization, and consumer cachet. In 2018, the company became the first reach a trillion dollar ... View more