Senior ML Application Engineer

Hyderabad, Telangana
Permanent
Full-time

2 months 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_MTS SOFTWARE DEVELOPMENT ENGINEERTHE ROLE:AMD is looking for a specialized 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

Develop test cases to validate functionality and performance.
Monitor and maintain end-to-end ML test cases for the compiler in production, addressing issues as they arise.
Contribute to open-source projects, sharing your developments with the community.
Influence the direction of the AMD AI platform.
Collaborate across teams with various groups and stakeholders.

Preferred Experience

A minimum of 7+ years of experience in relevant fields.
Proficiency with AI/DL frameworks such as PyTorch, ONNX, or TensorFlow.
Exceptional programming skills in Python, including debugging, profiling, and performance analysis.
Experience with machine learning pipelines and CI/CD pipelines.
Knowledge of MLIR is a significant advantage.
Strong communication and problem-solving abilities.

KEY RESPONSIBILITIES:

Work with AMD’s architecture specialists to improve future products
Apply a data minded approach to target optimization efforts
Stay informed of software and hardware trends and innovations, especially pertaining to algorithms and architecture
Design and develop new groundbreaking AMD technologies
Participating in new ASIC and hardware bring ups

Debugging/fix existing issues and research alternative, more efficient ways to accomplish the same work
Develop technical relationships with peers and partners

#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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