Sr. Manager Software Development, Efficient Generative AI

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.

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The Role

The AI Models and Applications team at AMD is looking for a specialized senior manager who is passionate about enabling innovative and efficient Generative AI training/inferencing at scale. You will lead a core team of incredibly talented specialists and will work with the latest Generative AI algorithms and software technology.

The Person

The ideal candidate has deep technical understanding of the latest generative AI applications like large language models (LLMs), large multimodal models (LMMs), image/video generation and is passionate about innovating efficient approaches to enable on AMD devices. You have outstanding people leadership skills to lead, motivate, and guide your team working in a fast-paced organization. Strong ability to communicate effectively and work optimally with different teams across AMD.

Why Join Us?

• Exciting Opportunities: As a Senior Manager for AI Models Software Development, you will be at the forefront of innovation, working with the latest Gen AI models and algorithms. You will have the opportunity to shape the future of AI model training and inference optimizations across a variety of applications.
• Talented Team: Join a team of highly skilled industry specialists who are passionate about pushing the boundaries of AI. Collaborate with like-minded professionals and learn from the best in the field.
• Cutting-edge Technology: Work with state-of-the-art AI algorithm and software technology, enabling you to stay ahead of the curve and drive advancements in AI model development.
• Impactful Work: Your contributions will directly impact the performance and efficiency of AI models, making a significant difference in various industries and applications.
  
  
  

Key Responsibilities

• Lead a team focusing on research, design, and implement novel methods for efficient Generative AI.
• Propose and apply innovative techniques to support both training and inferencing including innovative transformer architectures, parallelism strategies to train on large clusters, low-precision training, model quantization, and acceleration for algorithms on various AMD platform, e.g., GPU/CPU/AIE.
• Collaborate with software and hardware team to E2E co-optimize performance on current and future AMD solutions.
• Work with open-source framework and community (e.g., Pytorch, JAX, Huggingface) to integrate AMD optimized models, libraries and publish training recipes.
• Publish and promote your work within AMD and at external venues.
  
  
  

Preferred Experience

• Strong technical expertise in Gen AI model training and inference, and familiarity working with deep learning frameworks like Pytorch/JAX
• Strong technical expertise in algorithmic innovation towards efficient Gen AI application for both training and inferencing; Expertise/publications in one of the areas preferred - efficient model architectures, optimized training, innovative parallelism strategies, low-precision training, model quantization
• Additional plus if publications include conferences such as NeuRIPS, CVPR, ECCV/ICCV, ICML, ICLR, etc.
• Experience productizing any of the following also a plus: LLMs, Large Multi-modal models, stable diffusion, or text-to-video generation
• Strong leadership and management skills.
• Excellent written, verbal, and presentation skills, ability to coordinate internally and externally.
• Several years of experience in AI, deep learning and related software development, along with mentoring and managing teams.
  
  
  

Academic Credentials

Master’s degree or above; with major in CS, EE, Mathematics, or a related field.

LOCATION:

San Jose, CA (Hybrid).

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.