AI/ML Software Engineer

3 days ago

San Jose, United States 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_

THE ROLE:

We are recruiting outstanding engineers with a passion for Machine Learning & AI to improve existing software solutions and lead the definition and specification of AMD next-generation architectures. PhD/MSc-qualified engineers, with a strong background in architectures for AI/ML and mathematical modeling will be at the forefront of providing guidance to current generation software solutions and impact AMD next-generation products.

THE PERSON:

You will join a team whose architecture and systems activities cover a wide range of disciplines which includes optimizing the deployment of deep neural networks, numerical modeling, and performance modeling on heterogeneous multicore AI accelerators.

KEY RESPONSIBILITIES:

  • Numerical modeling of algorithms that are deployed on AI accelerators
  • Provide results/reports that improve existing software solutions and drive the definition and specification of the next-generation architectures
  • Technical interaction with internal engineering teams and AMD customers

PREFERRED EXPERIENCE:

  • PhD/MS/BS Degree in Computer Science, Electrical Engineering or related field
  • Strong understanding of the state of the art/emerging ML algorithms and their mapping onto modern heterogeneous multicore architectures
  • Experienced in using popular ML frameworks, such as Pytorch, Tensorflow, ONNX
  • Experience in creating custom operators in ML frameworks for numerical modeling
  • Experience in AI inference data types
  • Strong understanding of the quantization techniques, such as post training quantization and quantization aware training
  • Strong Python programming skills
  • Experience in using GPUs to accelerate algorithms
  • Effective communication and problem-solving skills

ACADEMIC CREDENTIALS:

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

LOCATION:

San Jose, CA

#LI-RF1

#LI-HYBRID

At AMD, your base pay is one part of your total rewards package. Your base pay will depend on where your skills, qualifications, experience, and location fit into the hiring range for the position. You may be eligible for incentives based upon your role such as either an annual bonus or sales incentive. Many AMD employees have the opportunity to own shares of AMD stock, as well as a discount when purchasing AMD stock if voluntarily participating in AMD's Employee Stock Purchase Plan. You'll also be eligible for competitive benefits described in more detail here.

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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