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WHAT YOU DO AT AMD CHANGES EVERYTHING At AMD, our mission is to build great products that accelerate next-generation computing experiences—from AI and data centers, to PCs, gaming and embedded systems. Grounded in …
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Full-time
Posted 19d ago
Apply by Jul 21
~40 hrs/week
Responsibilities
Architect and implement dynamic-graph IR lowering and operator definitions for deep-learning models on AMD GPUs. Develop runtime-status reporting and contribute to MLIR dialect conventions while debugging existing compiler issues.
Requirements
Requires strong C/C++ skills and hands-on experience with MLIR, deep-learning operators, and computational graphs. Experience with LLVM, GPU programming (HIP/CUDA), and AI coding assistants is highly preferred.
Full job description
WHAT YOU DO AT AMD CHANGES EVERYTHING
At AMD, our mission is to build great products that accelerate next-generation computing experiences—from AI and data centers, to PCs, gaming and embedded systems. Grounded in a culture of innovation and collaboration, we believe real progress comes from bold ideas, human ingenuity and a shared passion to create something extraordinary. When you join AMD, you’ll discover the real differentiator is our culture. We push the limits of innovation to solve the world’s most important challenges—striving for execution excellence, while being direct, humble, collaborative, and inclusive of diverse perspectives. Join us as we shape the future of AI and beyond.Together, we advance your career.
THE ROLE:
AMD is looking for an MLIR compiler engineer who is passionate about representing and lowering deep-learning operators for next-generation large language and vision models on AMD GPUs. You will be a member of a core team of incredibly talented industry specialists and will work with the very latest hardware and software technology, building the MLIR dialect and operator-lowering surface — including a new single dynamic-shape graph.
THE PERSON:
The ideal candidate should be passionate about compilers and intermediate representations and possess the drive to take sophisticated issues to resolution. Able to communicate effectively and work optimally with different teams across AMD.
KEY RESPONSIBILITIES:
Help architect the dynamic-graph IR lowering on a single graph
Implement operator definitions and MLIR lowerings for attention and control-flow operators required by new models
Build model- and operator-level runtime-status reporting and analyze graph-optimizer behavior
Contribute to MLIR dialect conventions and the operator-add checklist; review operator-lowering work
Stay informed of compiler, algorithm, and architecture trends and apply them to the IR stack
Debug and fix existing issues and research alternative, more efficient ways to accomplish the same work
Develop technical relationships with peers and partners
PREFERRED EXPERIENCE:
Strong object-oriented programming background, C/C++ preferred, with a keen attention to detail
Hands-on experience with MLIR (dialects, lowering, passes)
Solid understanding of deep-learning operators and computational graphs
LLVM, GPU programming (HIP / CUDA), and ONNX / ONNX Runtime experience is a plus Attention / transformer and diffusion operator internals; dynamic-shape and quantized inference is a plus
Experience with Windows and Linux development; familiarity with debuggers, source code control systems (GitHub), and profilers
Regular, hands-on use of AI coding agents / assistants to improve day-to-day engineering efficiency
Professional working proficiency in English for cross-site collaboration
Effective communication and problem-solving skills
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.
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.
AMD together we advance_
Offices: 2485 Augustine Drive, Santa Clara, California 95054, US · 7171 Southwest Pkwy, Austin, Texas 78735, US · 1 Commerce Valley Dr E, Markham, ON L3T 7X6, CA · 102, Bengaluru, Karnataka 560066, IN · 508 Chai Chee Ln, Singapore, Singapore 469032, SG
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.
AMD together we advance_
Offices: 2485 Augustine Drive, Santa Clara, California 95054, US · 7171 Southwest Pkwy, Austin, Texas 78735, US · 1 Commerce Valley Dr E, Markham, ON L3T 7X6, CA · 102, Bengaluru, Karnataka 560066, IN · 508 Chai Chee Ln, Singapore, Singapore 469032, SG