Deep Learning Software Engineer

7 days ago

Austin, Texas, United States Advanced Micro Devices , Inc. Full time
Job Title: Deep Learning Software Engineer

We are seeking a highly skilled Deep Learning Software Engineer to join our team at Advanced Micro Devices, Inc. (AMD). As a key member of our core team, you will be responsible for developing and optimizing key Deep Learning models on AMD GPUs.

Key Responsibilities:

  • Develop and optimize key Deep Learning models on AMD GPUs.
  • Optimize Deep Learning frameworks like TensorFlow, PyTorch, etc. on AMD GPUs in upstream open-source repositories.
  • Collaborate and interact with internal GPU library teams to analyze and optimize training and inference for Deep Learning.
  • Work with open-source framework maintainers to understand their requirements and have your code changes integrated upstream.
  • Work in a distributed computing setting to optimize for both scale-up (multi-GPU) and scale-out (multi-node) systems.
  • Apply your knowledge of software engineering best practices.

Preferred Experience:

  • Strong object-oriented programming background, C/C++/Python preferred.
  • Exposure to AI frameworks to PyTorch, TensorFlow, vLLM, FBGEMM, Torchtext, etc.
  • Deep Learning experience or knowledge - Natural Language Processing, Vision, Audio, Recommendation systems.
  • Excellent software design skills, including debugging, performance analysis, and test design.
  • Experiences to run workloads on large scale heterogeneous cluster is a plus.
  • Knowledge of GPU computing (HIP, CUDA, OpenCL).
  • Experience with software development processes and tools such as debuggers, source code control systems (GitHub) and profilers is a plus.

Academic Credentials:

  • Master's degree or PhD or equivalent experience in Computer Science, Computer Engineering, or related field.

Qualifications:

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.

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