
Autonomous Vehicle Perception Specialist
4 days ago
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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