Description
WHAT YOU DO AT AMD CHANGES EVERYTHING
We care deeply about transforming lives with AMD technology to enrich our industry, our communities, and the world. Our mission is to build great products that accelerate next-generation computing experiences – the building blocks for the data center, artificial intelligence, PCs, gaming and embedded. Underpinning our mission is the AMD culture. We push the limits of innovation to solve the world's most important challenges. We strive for execution excellence while being direct, humble, collaborative, and inclusive of diverse perspectives. This is who we are at our best. One Company. One Team.
AMD together we advance_
THE ROLE:
As a member of the AIG-Sharks team, you will help develop a Python-based DSL (Tk) for high performance kernels on a variety of hardware backends. Whether its matrix multiplication, convolutions, attention or the latest ML operator, your mission is to design the language and develop code generation pipelines that maximize throughput, reduce latency, and ensure we reach the hardware rooflines.
THE PERSON:
We're seeking a strong compiler and GPU/CPU programming expert who intimately understands the GPU/CPU programming model and core optimization techniques. As a communicator and team player, you'll collaborate across functions to meet deliverables and drive our future roadmap.
KEY RESPONSIBILITIES:
- Develop and enhance language functionality to represent variety of different operators
- Apply compiler transformations and optimizations on fx.graphs
- Develop MLIR lowerings for operators from fx.graphs
- Add support for new hardware backends
- Optimize kernels to achieve peak performance
- Collaborate with rest of the team in defining the roadmap for language
PREFERRED EXPERIENCE:
- Expert knowledge and hands-on experience in C, C++ and Python
- 5+ years in compiler development
- Experience with IREE, MLIR and LLVM
- Proficiency in writing high performance kernels for GPUs (in CUDA, HIP, SPIRV etc)
- Experience with distributed computation and communication primitives
ACADEMIC CREDENTIALS:
- Master's or doctorate degree in Computer/Software Engineering, Computer Science, or related technical discipline
#LI-DB1
#LI- REMOTE
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.
Apply on company website
Find Connections via Linkedin
