AI / ML Sr. Compiler Development Engineer

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 :

We are looking for a dynamic, energetic Sr. Compiler Development Engineer to join our growing team in AI Group. In this role, the individual will be responsible architecting and defining AI workload models, dataflow, defining block level and system level performance of Neural Processing Unit (NPU), NPU network performance modeling, and performance bottleneck analysis on pre / post silicon platforms. As a member of our dynamic team, you will have the opportunity to shape the future of AI model development

THE PERSON :

• We are looking for a candidate who possesses strong engineering skills to tackle complex challenges on AI model development work.
• You should have experience in optimizing and accelerating CNN / Generative AI models. Person needs excellent cross team collaboration skills to succeed in this role.
• Strong experience in developing ML compiler for efficient network mapping on NPU
• Work with cross-functional teams to optimize various parts of the SW stack - AI Compiler, AI frameworks, device drivers, and firmware.
• Bring up emerging ML models based on CNN, transformers and characterize performance.
• Work on quantization, sparsity, and architecture search methods to optimize and enhance the performance, efficiency, and accuracy of Generative AI models.
• Collaborate closely with software engineers, data scientists, and researchers to integrate AI models into software applications and platforms.

KEY RESPONSIBILITIES :

PREFERRED EXPERIENCE :

ACADEMIC CREDENTIALS :

LOCATION :

San Jose, CA (Hybrid)

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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.