Senior AI Optimization Specialist

2 weeks ago


Sens, Bourgogne-Franche-Comté, United States Tensorwave, Inc. Full time

About Tensorwave, Inc.

Tensorwave, Inc. is a pioneering company in the field of AI computing, leveraging advanced cloud services and cutting-edge technology to accelerate innovation. With a focus on removing hardware limitations, we strive to provide scalable and efficient solutions for AI workloads.

The Role:

We are seeking an exceptional Senior AI Optimization Specialist to join our team. As a key member, you will play a pivotal role in empowering our customers by supporting cutting-edge tools and techniques for fine-tuning and training deep learning models on AMD GPUs. Your expertise will directly contribute to the growth of the ROCm ecosystem and the advancement of PyTorch on AMD hardware.

Responsibilities:

  • Contribute to open-source deep learning libraries like PyTorch, advocating for and implementing ROCm support and enhancements.
  • Develop in-house frameworks and tools that simplify and streamline model fine-tuning and training for our customers.
  • Debug and identify compatibility issues with libraries, collaborating with internal and external teams to resolve them.
  • Design and develop optimization strategies to accelerate fine-tuning and training of deep learning models on AMD GPUs.
  • Conduct in-depth research and performance analysis to identify and address bottlenecks in the AMD GPU acceleration pipeline.

Essential Skills & Qualifications:

  • Equivalent of a Bachelor's Degree in Computer Science, Artificial Intelligence, or a related field.
  • 3+ years of hands-on experience with PyTorch training and fine-tuning deep learning models.
  • Strong understanding of GPU architecture, memory management, and optimization techniques.
  • Proficiency in Python and C/C++ for implementing high-performance deep learning models.
  • Extensive experience with LLM / transformer architecture and a deep understanding of its internals.
  • Experience with GPU kernel development (CUDA or ROCm) for deep learning applications.

Benefits:

  • $120,000 - $180,000 per year, depending on experience.
  • 100% paid Medical, Dental and Vision Benefits for employees.
  • Life and Voluntary supplemental life insurance.
  • Short-term disability insurance.
  • Flexible Spending Account.
  • 401(k).
  • Flexible PTO.
  • Paid Holidays.
  • Parental Leave.
  • Mental Health Benefits through Spring Health.


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