AIE Sr. Software Development Compiler Engineer

AMD; San Jose (CA); On-site; USD 120,000 - 170,000; Full time

Job summary

AMD is seeking a motivated engineer to join a core team advancing a cutting-edge machine learning model compiler for AMD AIE in Ryzen AI PC and embedded FPGA devices.

You will integrate compilers with ML frameworks, implement partitioning, and develop runtimes to distribute work across x86 and AIE cores, contributing to innovative AMD technologies while collaborating with diverse teams.

Qualifications

• 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.

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

Skills

C/C++

Python

MLIR

LLVM

ONNX

PyTorch

ML Compiler

Code generation

Concurrency

GitHub

Education

Bachelor’s or Master’s in Computer Science/Engineering

Tools

GitHub

Debuggers

Profilers

Job description

ADVANCE YOUR CAREER. ADVANCE THE WORLD.

At AMD, we believetechnology 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 AMDis shapingthefuture.

Whetheryou’redesigning next-gen processors, enabling AI breakthroughs, orbringing leading edge products to market, every role at AMD contributes to something bigger— technologythat 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 bepassionate 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

Benefits offered are described: AMD benefits at a glance.

AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services. AMD and its subsidiaries are equal opportunity, inclusive employers and will consider all applicants without regard to age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political and/or third-party affiliation, sex, pregnancy, sexual orientation, gender identity, military or veteran status, or any other characteristic protected by law. We encourage applications from all qualified candidates and will accommodate applicants’ needs under the respective laws throughout all stages of the recruitment and selection process.

AMD may use Artificial Intelligence to help screen, assess or select applicants for this position. AMD’s "Responsible AI Policy" is available here.

This posting is for an existing vacancy.