Autonomous Vehicle Perception Specialist

2 weeks ago


Singapore beBeeMachineLearning Full time $200,000 - $250,000
Perception Engineer

We are seeking a skilled Machine Learning expert to join our Perception team. As a key member, you will be responsible for developing and deploying perception systems for autonomous vehicles or robotics.

Key Responsibilities:
  • Participate in the machine learning development cycle, including data preprocessing, model training, evaluation, and deployment.
  • Deploy large perception models on edge devices with optimization techniques.
  • Optimize training with large data and distributed machines.
  • Collaborate with cross-functional teams to implement scalable solutions.
  • Troubleshoot and debug machine learning workflows for efficiency and performance.
Requirements:
  • Bachelor's Degree in Machine Learning, Computer Science, Robotics, Applied Mathematics, Statistics, or Physics.
  • 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.
  • Proven track record of developing perception systems.
  • Advanced knowledge of software engineering principles.
Benefits:
  • Experience with embedded systems and real-time optimization.


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