Senior ML Compiler Engineer

Hyderabad, Telangana
Permanent
Full-time

10 days ago

Job Description:WHAT YOU DO AT AMD CHANGES EVERYTHINGWe 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_SMTS SOFTWARE DEVELOPMENT ENGINEERTHE ROLE:AMD is looking for an influential software engineer who is passionate about improving the performance of key applications and benchmarks. 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.THE PERSON:The ideal candidate should be passionate about software engineering and possess leadership skills to drive sophisticated issues to resolution. Able to communicate effectively and work optimally with different teams across AMD.KEY RESPONSIBILITIES:

Design and Develop ML Compilers

Lead the development of machine learning compilers specifically designed for AMD Neural Processing Units (NPUs).
Debug and fix system level issues that occur while running ML models on AMD NPUs.
Collaborate with cross-functional teams to seamlessly integrate machine learning solutions into existing workflows and systems.
Performance optimization

Optimize the ML compiler to improve the performance of machine learning models on the Neural Processing Unit (NPU).
Propose ideas to further enhance efficiency and model execution speed.
Project execution and delivery

Ensure high-quality and timely project delivery, along with leading small teams.
Break down complex features into manageable tasks to facilitate development and tracking and develop test plans for new features to ensure quality and coverage.
Guide and support team members in achieving their project goals while facilitating their professional growth

PREFERRED EXPERIENCE:

Proven ability to effectively solve complex problems.
Hands on experience in debugging system level issues across the stack on SoCs, NPUs, etc.
Knowledgeable in machine learning models & operators and data movement (tiling) strategies
Familiar with software development tools and processes, including debuggers, source code control systems like GitHub, and profilers.
Proficiency in object-oriented programming, with a strong preference for C/C++ languages.
Experienced in Linux and Windows development environments
Excellent communication skills, with a proven ability to motivate and lead teams effectively
Knowledge in python, shell scripting, etc. is desirable

ACADEMIC CREDENTIALS:

Bachelor’s or Master's degree in Computer Science, Computer Engineering, Electrical Engineering, or equivalent

#LI-NR1Benefits offered are described: .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.

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