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Apple ML Compute Acceleration Engineer United States, Massachusetts, Waltham 58006279
Yesterday
Description
Responsibilities: * Adding optimizations in machine learning computation graph. * Defining and implementing APIs in Metal Performance Shaders Graph, investigating new algorithms. * Developing and maintaining MLIRdialect in Apple and open source with upgrades using latest LLVM. * Performing in-depth analysis, compiler and kernel level optimizations to ensure the best possible performance across hardware families. * Tune GPU and Neural Engine accelerated compute across products. * Tuning the cost model and optimizing runtime dispatch to multiple IPs to get best performance on Apple Silicon.Intended deliverables: * GPU Compute acceleration technology. * Apple Intelligence implementation and acceleration. * Optimized compute graphs across products.
Minimum 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.
- Experience with system level programming and computer architecture.
- Experience with high performance parallel programming, GPU programming or LLVM/MLIR compiler infrastructure is a plus.
Preferred Qualifications
- Background in mathematics, including linear algebra and numerical methods.
- Strong communication and collaboration skills.
- Strong background of building high performance, production quality software on schedule.
- Experience with compiler technologies.
- Experience with adding computational graph support, runtime or device backend to Machine learning libraries (TensorFlow, PyTorch or JAX) support is a plus.
Additional Requirements
Apple is an equal opportunity employer that is committed to inclusion and diversity. We take affirmative action to ensure equal opportunity for all applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or other legally protected characteristics.
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