Company Description
Job Description
Responsible for ADAS ground truth system perception software system design and development.
Responsible for ADAS ground truth system multi-sensor fusion detection and segmentation algorithm design and development.
Responsible for ADAS ground truth system multi-sensor fusion tracking algorithm training, deployment and development.
Responsible for ADAS ground truth system process cloud pipeline system design and development.
Support for ADAS ground truth system data acquisition system integration.
Cooperate with other teams to analyze corner cases, characterization causes, and internal laws of the automatic driving function, such as the data analysis and laws of the potential risks and accidents of the automatic driving function, etc.
Qualifications
Minimum of a Master Degree in Mathematics, Machine Learning, computer, robotics and other related majors, and equivalent with 3+ years experiences of deep/machine learning or computer vision.
Proficiency and practical experiences in programming, e.g. C, C++, Python
Proficiency and practical experiences in deep learning development frameworks, such as pytorch, tensorflow, caffe.
Proficiency and practical experiences in multi-sensor fusion tracking algorithm, such as pre-processing, motion model, association, matching strategies and lifecycle management.
Experience in perception data mining, algorithms design and implementation.
Active thinking, strong learning ability, good at exploring unknown areas
Strong team player with autonomous and efficient working style
Excellent communication skills, fluent in English (oral and written)
Passion for innovation, problem solving & entrepreneurial mindset
以下均为加分项：
Familiarity with the basic operation of devops, eg, git, docker, airflow, k8s.
Published and presented at top conferences in related field, eg. ICRA, IROS
Excellent experience in perception algorithm products and implementation
Additional Information 