Compiler Software Development Engineer
Senior compiler engineer at AMD building a machine-learning model compiler that takes ONNX/PyTorch models and generates optimized code for AMD AIE VLIW processor arrays in Ryzen AI PCs and embedded FPGA devices. Day to day: integrating with ML frameworks, implementing model partitioning (MLIR) and x86/AIE runtime code, plus debugging and optimizing.
- Compensation
- Not disclosed
- Location
- US,CA,San Jose
- Work setup
- Not specified
- Seniority
- Not specified
- Employment
- Not specified
- Experience
- Not specified
- Category
- Software engineering
- Posted
Skills
Must have
- Bachelor's or Master's degree in Computer/Software Engineering, Computer Science, or related technical discipline
Nice to have
- Strong object-oriented programming background, C/C++ and Python
- ML Compiler and Runtime technologies such as MLIR, LLVM
- Compiler building skills
- Code generation for an ML hardware accelerator
- Machine Learning concepts and model development experience
- Understanding of ONNX, PyTorch, etc.
- Ability to write high quality code with a keen attention to detail
- Experience with modern concurrent programming and threading APIs
- Experience with debuggers, source code control systems (GitHub) and profilers
- Effective communication and problem-solving skills
Full description
ADVANCE YOUR CAREER. ADVANCE THE WORLD.
At AMD, we believe technology has the power to solve the world’s most important challenges. From advancing healthcare and scientific discovery to powering AI and the technologies people rely on every day, innovation at AMD is shaping the future.
Whether you’re designing next-gen processors, enabling AI breakthroughs, or bringing leading edge products to market, every role at AMD contributes to something bigger — technology that moves the world forward. Join us and, together, we’ll advance your career.
THE ROLE:
AMD is looking for a motivated engineer to join a core team of incredibly talented industry specialists working on developing a cutting-edge machine learning model compiler targeting AMD AIE in Ryzen AI PC and embedded FPGA devices. The compiler needs to take a model in ONNX or PyTorch and produce optimized control and executable code for AIE VLIW processor array. Additionally, the compiler needs to handle partitioning between x86/embedded processor/FPGA fabric and AIE and generate code to interface with AMD AIE specific runtime and driver.
THE PERSON:
The ideal candidate should be passionate about software development. The candidate should be able to communicate effectively and work optimally with different teams across AMD.
KEY RESPONSIBILITIES:
- Integrate compiler and compiled model with ML Frameworks (such as ONNX and PyTorch)
- Implement model partitioning in ML Frameworks and/or MLIR
- Implement runtime to distribute work to and collect results from x86 cores and AIE cores
- Design and develop new groundbreaking AMD technologies
- Debug and fix existing issues and research alternative, more efficient ways to accomplish the same work
PREFERRED EXPERIENCE:
- Strong object-oriented programming background, C/C++ and Python
- ML Compiler and Runtime technologies such as MLIR, LLVM
- Compiler building skills
- Code generation for a ML hardware accelerator
- Machine Learning concepts and model development experience
- Understanding of ONNX, PyTorch, etc.
- Ability to write high quality code with a keen attention to detail
- Experience with modern concurrent programming and threading APIs
- Experience with software development processes and tools such as debuggers, source code control systems (GitHub) and profilers is a plus
- Effective communication and problem-solving skills
ACADEMIC CREDENTIALS:
- Bachelor’s or Master’s degree in Computer/Software Engineering, Computer Science, or related technical discipline
This role is not eligible for visa sponsorship. #LI-JG1
Benefits offered are described: AMD benefits at a glance.