Performance Optimization Engineer

4 days ago

Singapore beBeeComputing Full time $80,000 - $120,000
Job Description

This is an exciting opportunity to work on cutting-edge technologies for autonomous driving.

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

Key responsibilities include:

  • Developing performance analysis models to identify hardware bottlenecks and proposing architectural improvements.
  • Building functional and execution models to accurately simulate chip behavior and results.
  • Collaborating with hardware development and testing teams to define modeling strategies and ensure designs meet specifications.
  • Working with the compiler/model compilation team to provide optimization feedback and ensure accurate simulation results.
  • Developing custom CUDA operators in PyTorch that maintain data consistency between model and hardware.

To be successful in this role, you should have a strong interest in system architecture and performance analysis, as well as experience with programming languages such as Python, C++, and PyTorch.

We welcome individuals who are eager to learn, innovate, and make a real-world impact.

Requirements:
  • Masters or PhD degree in Computer Science, Electrical/Computer Engineering, or related fields.
  • Experience with chip modeling, performance simulation, or AI computing.
  • Strong problem-solving skills and ability to identify and resolve modeling discrepancies.
  • Effective communicator and team player capable of working across multidisciplinary teams.

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