Machine Learning Compiler Engineer
1 week ago
At Advanced Micro Devices, Inc., we're revolutionizing the world of technology with our cutting-edge products. Our mission is to accelerate next-generation computing experiences, and we're looking for talented individuals to join our team.
Job DescriptionWe're seeking an experienced Machine Learning Compiler Engineer to develop a high-performance compiler targeting AMD Inference Accelerator AIE hardware devices. Your primary responsibility will be to implement and improve passes in the compiler, ensuring optimal code generation for AMD x86 CPU using AMD ZenDNN.
Key Responsibilities:- Implement model partitioning in ML Frameworks and/or MLIR
- Integrate compiler and compiled model with ML Frameworks (such as PyTorch and TensorFlow)
- Mentor and provide guidance to others
- Learn latest industry trends and bring new ideas to the team
To succeed in this role, you'll need strong object-oriented programming skills in C/C++ and Python. Experience with ML Compiler and Runtime technologies, such as OneDNN, MLIR, XLA, OpenXLA, IREE, and OpenAI Triton compiler, is highly desirable. Additionally, you should have a deep understanding of PyTorch, TensorFlow, ONNX, JAX, and machine learning concepts.
Salary and BenefitsWe offer a competitive salary range of $120,000 - $180,000 per year, depending on your experience and qualifications. You'll also receive comprehensive benefits, including stock options, employee discounts, and access to state-of-the-art facilities.
About This RoleThis is a full-time position based in [Location]. As a member of our team, you'll have the opportunity to work on groundbreaking projects, collaborate with talented engineers, and contribute to the development of innovative technologies. If you're passionate about machine learning and eager to take your career to the next level, we encourage you to apply.
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