Tech Stack

Description

You will develop advanced perception algorithms for self-driving vehicles, working on object detection, tracking, and sensor fusion using camera, lidar, and radar data. Optimize models for real-time performance and deploy them onto autonomous vehicle fleets, collaborating with top engineers and researchers to make Level 4 autonomous driving a reality.

Requirements

• Masters or Ph.D. in Machine Learning, Computer Science, Robotics, or related field
• In-depth understanding of ML and deep learning algorithms
• Experience designing and training neural networks for object detection, segmentation, classification, or sensor fusion
• Experience with TensorFlow or PyTorch
• Fluency in Python and scientific computing libraries

Responsibilities

• Develop and implement advanced perception algorithms for object detection, tracking, classification, and segmentation using camera, lidar, and radar data
• Design and implement sensor fusion algorithms combining data from multiple sensors
• Optimize perception algorithms for real-time performance on embedded hardware
• Productionize and deploy solutions onto autonomous vehicle fleets
• Mentor and guide junior engineers