AI-Powered Autonomy Expert

2 weeks ago


Singapore beBeePerception Full time $80,000 - $120,000
Autonomous Perception Specialist

Roles & Responsibilities: As an Autonomous Perception Specialist, you will have the opportunity to work with world-class engineers and research scientists on making self-driving vehicles a reality.

Our team focuses on perceiving dynamic scenarios, tracking, and classifying objects around our robo-taxi. We are seeking passionate individuals who are interested in Level 4 autonomous driving technology, excited by intellectual challenges, and eager for career growth with a fast-growing company.

  • Participate in the full machine learning development cycle, including data preprocessing, model training, evaluation, and deployment.
  • Productionize and deploy our large perception model on edge devices with optimization techniques in mind (e.g., pruning, quantization).
  • Optimize training with large data and distributed machines.
  • Collaborate with cross-functional teams to implement scalable solutions and improvements.
  • Troubleshoot, debug, and optimize machine learning workflows for efficiency and performance.

What We're Looking for:

  • Bachelor's Degree. Masters or Ph.D. in Machine Learning, Computer Science, Robotics, Applied Mathematics, Statistics, Physics, or a related field; or equivalent industry experience.
  • 1+ years of experience with deep learning frameworks such as PyTorch.
  • Strong programming skills in C++, TensorRT, and/or CUDA programming.
  • Fluency in Python, including standard scientific computing libraries and Python bindings development experience.
  • Proven track record of developing and deploying perception systems for autonomous vehicles or robotics.
  • Advanced knowledge of software engineering principles including software design, source control management, build processes, code reviews, testing methods.

Bonus Points:

  • Experience with embedded systems and real-time optimization, especially in the autonomous driving industry.


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