JobsSystems Design Engineer
Job description
Xilinx, Inc., a subsidiary of AMD, is seeking a Systems Design Engineer to focus on the research, design, development, and testing of operating systems-level software and compilers for semiconductor operations. The role emphasizes the application of computer science and electronic engineering principles to create novel algorithms for machine learning workloads. The engineer will also be responsible for analyzing ML models and developing software tools that support electronic design and technology platforms. This position offers an opportunity to contribute to significant technical projects in a collaborative environment.
Requirements
- Master's degree or foreign equivalent in Computer Engineering, Computer Science, Electrical Engineering, Electronic Engineering, or a related field.
- Experience in compiler design principles including front-end, middle-end, and back-end.
- Familiarity with machine learning frameworks such as TensorFlow and PyTorch.
- Proficiency in programming languages such as Python or C++.
- Knowledge of machine learning hardware architectures including GPUs, TPUs, and VLIW.
Responsibilities
- Research, design, develop, and test operating systems-level software and compilers for semiconductor operations.
- Design and develop algorithms for tiling and mapping quantized machine learning workloads.
- Analyze and transform intermediate representations of machine learning models for efficient execution.
- Develop and maintain unit tests and integration tests for the compiler.
- Implement compiler optimizations for performance and resource usage.
Benefits
- AMD provides a competitive 'Total Rewards' package that focuses on financial growth, health, and work-life balance.
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