Perception Systems Developer

16 hours ago

Singapore beBeeAutonomous Full time $180,000 - $250,000
Machine Learning Expert Wanted

We are seeking a skilled Machine Learning Engineer to join our Perception team and contribute to the development of Level 4 autonomous driving technology.

This is an exciting opportunity for you to work on the tech stack responsible for perceiving dynamic scenarios, tracking, and classifying objects around our robo-taxi.

Key Responsibilities:
  • Participate in the full machine learning development cycle, including data preprocessing, model training, evaluation, and deployment.
  • Productionize and deploy large perception models on edge devices, considering optimization techniques such as pruning and 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.
Requirements:
  • 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.
  • 3+ 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.
Desirable Skills:
  • Experience with embedded systems and real-time optimization, especially in the autonomous driving industry.

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