Salary
💰 $120,000 - $165,000 per year
About the role
- Perception team develops CV/ML algorithms to understand the surroundings of ego vehicles in real time, producing outputs for downstream modules such as prediction and planning.
- Develop and deploy cutting-edge perception and deep learning models, including computer vision models, vision-language and large language models, for real-time integration into the system.
- Create and optimize data pipelines for data mining, labeling, training, and evaluation, supporting comprehensive onboard development.
- Conduct advanced research in perception algorithms to address complex real-world scenarios (object detection, segmentation, road understanding, motion prediction).
- Leverage multi-modal sensor fusion techniques to build robust architectures tailored for autonomous driving.
Requirements
- Currently pursuing a degree in Computer Science, Robotics, or a related field, with an expected graduation date between December 2025 and June 2026.
- Strong programming experience in C++ or Python.
- Experienced in one or more of the following areas: machine learning, robotics, computer vision, data mining, LiDAR.
- Knowledgeable in data structures, 3D geometry, and advanced algorithms.
- Solid foundation in core robotics principles, including state estimation, 3D reconstruction, and visual odometry.
- Excellent software and computing fundamentals.
- Bonus: Experience with Large Language Models (LLM) or Vision Language Models (VLM).