High-Performance Simulation Modeling Specialist

3 days ago

Singapore beBeeAI Full time $80,000 - $120,000
Job Title

We're seeking a talented AI Computing Specialist to join our team.

This exciting role offers the opportunity to work on cutting-edge technologies for autonomous driving.

You'll contribute to the development of high-performance simulation models and optimization strategies, helping us deploy AI solutions on embedded platforms.

  • Develop performance analysis models to identify hardware bottlenecks and propose architectural improvements.
  • Build functional and execution models to accurately simulate chip behavior and results.
  • Collaborate with hardware development and testing teams to define modeling strategies and ensure designs meet specifications.
  • Work with the compiler/model compilation team to provide optimization feedback and ensure accurate simulation results.
  • Develop custom CUDA operators in PyTorch that maintain data consistency between model and hardware, for customer-facing applications.
Requirements

To be successful in this role, you'll need:

  • Master's or PhD degree in Computer Science, Electrical/Computer Engineering, or related fields.
  • Internship or academic research experience in chip modeling, performance simulation, or AI computing preferred.
  • Proficiency in Python, CUDA, and deep learning frameworks such as PyTorch. Experience with C++ or hardware modeling tools is a plus.
  • Strong interest in system architecture and performance analysis.
  • Effective communicator and team player, capable of working across multidisciplinary teams.
Benefits

In this role, you'll have the opportunity to:

  • Contribute to the development of innovative AI solutions.
  • Collaborate with a talented team of engineers and researchers.
  • Work on challenging projects that push the boundaries of what's possible.
About Us

We're a company dedicated to developing cutting-edge technologies for autonomous driving.

We're passionate about creating innovative solutions that make a real-world impact.

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