Senior Data Scientist, Perception
Core
Designing data strategies and scalable pipelines to collect, label, and analyze large-scale data for improving perception ML models in AD/ADAS systems.
Role type
Senior IC data scientist (perception/AD/ADAS)
Builds
Perception software stack for autonomous driving and advanced driver assist systems
Domain
Automotive / Autonomous Driving / Computer Vision
Deliverable
production ML models
Required skills
data strategy, machine learning, deep learning, statistical analysis, mathematical modeling, Python, database management, cloud platform services
Preferred skills
computer vision, camera image processing, data annotation rule design, infrastructure management (Docker, Kubernetes, Jenkins, GitHub Actions)
Technologies
Python, numpy, scipy, scikit-learn, pandas, AWS, GCP, Azure, Docker, Kubernetes, Jenkins, GitHub Actions
Responsibilities
Develop data strategies for collecting and labeling data from market, test vehicles, and simulators; Design and improve scalable data pipelines for ML and performance evaluation; Analyze large-scale data to propose technical solutions; Lead data-related activities and enhance team capabilities
Seniority
Senior, hands-on IC
