Machine Learning Engineer, Platform Architecture
Machine Learning Engineer, Platform Architecture
Posted on :
02-08-2025
Employer Active
1 Vacancy
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Monthly Salary
USD 147400 - 272100
Vacancy
1 Vacancy
Posted on :
02-08-2025
Job Description
Create optimized implementations of ML workloads on Apple silicon including Neural Engine GPU and CPU. Collaborate with IP and SoC architecture teams to develop performance models and simulations of future hardware. Conduct performance studies to inform and validate architecture decisions. Collaborate with system team to create high level performance models of emerging ML techniques and analyze system architecture trade-offs.
- Bachelors degree
- Ability to program in C/C and/or Python
- Knowledge of computer architecture fundamentals
- Domain knowledge in at least one hardware IP: ML HW accelerators or processing units such as GPU image/video CPUs or similar
- MS or PhD in EE/CE/CS or related field or 3 years of relevant experience
- Experience in efficient implementation of machine learning algorithms
- Experience in creating system or IP performance models/simulations
- Verbal and written communication skills for collaborating with partner teams
- Familiarity with deep learning frameworks such as PyTorch
- Ability to prototype and benchmark algorithms on CPU/GPU/Neural Engine analyze performance metrics and create high level complexity models
- Ability to develop hardware accelerator performance and bit accurate models
- Understanding of compiler frameworks/technologies
Employment Type
Full Time
Key Skills
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