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Apple - GPU ML Engineer GGD United Kingdom, England, London 549924118
06.06.2024
Description
-Responsibilities: * Adding optimizations in machine learning computation graph. * Defining and implementing APIs in Metal Performance Shaders Graph, investigating new algorithms. * Develop/maintain/optimize ML training acceleration technologies. * Support adoption of GPU-accelerated training across 1st and 3rd party clients. * Tune GPU-accelerated training across products. * Performing in-depth analysis, compiler and kernel level optimizations to ensure the best possible performance across hardware families.- Intended deliverables: * ML training GPU acceleration technology. * Optimized ML training across products.
Key Qualifications
- Proven programming and problem-solving skills.
- Good understanding of machine learning fundamentals.
- GPU compute programming models & optimization techniques.
- GPU compute framework development, maintenance, and optimization.
- Machine learning development using one or more ML frameworks (TensorFlow, PyTorch or JAX).
- Experience with adding computational graph support, runtime or device backend to Machine learning libraries (TensorFlow, PyTorch or JAX) support is a plus.
- Experience with high performance parallel programming, GPU programming or LLVM/MLIR compiler infrastructure is a plus.
- Experience with system level programming and computer architecture.
- Background in mathematics, including linear algebra and numerical methods.
Education & Experience
Technical BS/MS degree and Equivalent experience.
Additional Requirements
- Strong communication and collaboration skills
- Strong background of building high performance, production quality software on schedule.
- We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status. Apple is an Equal Opportunity Employer that is committed to inclusion and diversity. We also take affirmative action to offer employment and advancement opportunities to allapplicants, including minorities, women, protected veterans, and individuals with disabilities. Apple will not discriminate or retaliate against applicants who inquire about, disclose, or discuss their compensation or that of other applicants.
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