Research and develop the algorithms for DL and ML tasks in ADAS/AV, including object detection, segmentation, 3D clustering, etc.
Understand AV and REM algorithms, develop and improve AV algorithms including clustering, classification, alignment, and machine learning algorithm, etc.
Identify algorithm issues and describe problems with technical language. Write clean, maintainable, testable code, and develop technical solutions in agile iteration.
Analyze the performance of algorithms and keep continuous improvement.
All you need is:
M.S. or PH.D. in Mathematic, Computer Science, Electronic Engineering, or related fields
Strong product background and hands on experiences in building product-quality computer vision, deep learning and general AI technologies. Intensive experience with at least one DL framework such as PyTorch and TensorFlow.
Academic or career experience in one or more CV areas including object detection/tracking, pose/skeleton estimation, 3D clustering, etc.
Outstanding coding skills and experience in Python, spark is plus.
Highly motivated self-starter/self-learner in full stack of technologies.
Clear communication and logical thinking skills
Good oral/written communication in Mandarin and English.