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Principal AI Models Engineer, Efficient Generative AI

2 months ago

Markham Ontario IP, CA Advanced Micro Devices inc. Full time

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.

AMD together we advance_

Principal AI Models Engineer, Efficient Generative AI

THE ROLE:

Join our innovative team at AMD as an AI Models Software Engineer. We are seeking passionate individuals who are dedicated to optimizing, accelerating, and applying AI models. As a member of our dynamic team, you will have the opportunity to shape the future of AI model development and make a significant impact in various industries and applications.

THE PERSON:

We are looking for a candidate who is deeply passionate about AI models and possesses strong engineering skills to tackle complex challenges. You should have experience in optimizing and accelerating NLP/Generative AI models. Effective communication and collaboration with diverse teams across AMD are essential for success in this role.

As an AI Models Software Engineer, you will:
1. Drive Innovation: Work on cutting-edge projects and collaborate with a team of highly skilled industry specialists. Push the boundaries of AI model optimization and application and contribute to the advancement of AI technology.
2. Optimize AI Models: Leverage quantization, sparsity, and architecture search methods to optimize and enhance the performance, efficiency, and accuracy of Generative AI models. Unlock the full potential of AI technology and enable groundbreaking solutions.
3. Collaborate with Experts: Collaborate closely with software engineers, data scientists, and researchers to integrate AI models into software applications and platforms. Learn from the best in the field and work together to achieve seamless integration and optimal performance.
4. Stay Ahead of the Curve: Stay updated with the latest advancements in AI algorithms, frameworks, and technologies. Continuously explore new techniques and approaches to stay at the forefront of AI model development and optimization.

By joining our team, you will be part of a collaborative environment that fosters innovation and encourages professional growth. You will have access to cutting-edge technology, training programs, mentorship opportunities, and a clear career progression path.

If you are passionate about AI models and possess the skills to drive innovation and optimization, we invite you to join our team at AMD. Apply now and be at the forefront of the AI revolution

KEY RESPONSIBILITIES:

  • Research, design, and implement novel methods for efficient Generative AI training and inference
  • Algorithmic model optimization and training methods design including quantization, sparsity, innovative parallelism strategies etc.
  • Innovate and publish your work.
  • Collaborate effectively across cross-functional teams and mentor team members/

PREFERRED EXPERIENCE:

  • Several years of relevant project experiences on generative tasks. Familiar with deep learning framework, e.g., Pytorch/JAX/ONNX/TensorFlow.
  • Experience working with linear scaling of large language models and training at scale
  • Project experiences on model compression, quantization, and end-to-end inference optimization.
  • Strong knowledge of artificial intelligence, deep learning or machine learning.
  • Strong coding skills in Python required, C/C++ skills a plus.
  • Skilled in academic paper writing and technical innovation.
  • Additional plus if recent publications include conferences such as NeuRIPS, CVPR, ECCV/ICCV, ICML, ICLR, etc.
  • Relevant experience with any of the following also a plus: LLMs, Large Multi-modal models, stable diffusion, or text-to-video generation.

ACADEMIC CREDENTIALS:

A PhD or master’s degree in artificial intelligence/machine learning

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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.