Technical Leader Perception

JOB PURPOSE:

ROLE EXPECTATIONS:

1. Take algorithms from conception to implementation and deployment.
2. Build robust solutions to cutting edge Autonomous driving problems.
3. Train and Develop Deep Learning Algorithms on GPU cluster to perform tasks such as object detection, segmentation.
4. Develop state of the art algorithms in the areas such as Object detection, tracking, Multi-task learning, distributed training, multi-sensor fusion.
5. Develop software for real-time processing of sensor data, including cameras, LIDAR, and other sensors Optimize the algorithms to run on the edge computing device Work across Perception, Motion planning, Behavior planning and Control system components.
6. Implement fast reliable production grade code (C, C++, Linux).
7. Work with existing code base to optimize performance.

PROFILE: Ideally ~

• Masters/PhD in Electrical/Electronics/ Computer Science or an equivalent Mathematics field + Machine Learning Background.
• 6-15 years of industry experience.
• Strong understanding of fundamentals: Linear Algebra, Optimization, Supervised and Unsupervised Algorithms, Generative and Discriminative Techniques.
• Experience in Computer Vision, Deep Learning Algorithms and in C/C++ coding.
• Good knowledge of algorithm development.
• Experience with camera sensors, LIDARs, calibration.
• Hands-on experience in robotic and/or autonomous vehicle system design and implementation.