Sr/ Staff AI Perception Algorithm Engineer/Scientist

4 weeks ago

San Jose, United States Black Sesame Technologies Inc Full time

Job description

Our deep learning team helps autonomous vehicles sense and perceive the world. You will play an important role in creating novel algorithms for advanced perception and applying your algorithm on terabytes of data. You will also work closely with other talents in this field in building the next-generation of autonomous sensing algorithms.

Responsibilities:

Develop deep learning based perception algorithms, including object detection, lane detection, segmentation, depth estimation, and so on.

Develop state of the art network structures and training schemes, and evaluate their performance on vision problems

Perform deep network compression based on ASIC platforms

Keep up with latest technologies in deep learning and computer vision literature and propose innovative ideas

Publish patent and research papers

Qualifications:

MS/PHD in computer science, electrical engineering, or equivalent.

Mandarin speaking is preferred

Research and development experience in one or more of the following areas:

Deep network development, in particular with visual data

Object detection and tracking

Stereo / optical flow / depth estimation

Multi-view geometry, 3D computer vision

Structure from motion

Network compression and optimization

Network based sensor fusion

Mathematical optimization

Solid programming skills with Python (C++ is a plus)

PhD with strong publications is a plus

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