Staff Data Scientist - Behavior Evaluation
Core
Develop and deploy autonomous driving technologies by analyzing fleet and simulation data to extract insights and validate model performance.
Role type
Staff Data Scientist (Autonomous Driving)
Builds
Self-driving systems and autonomous driving algorithms
Domain
Automotive / Autonomous Driving / Machine Learning
Deliverable
production ML models
Required skills
Python, scikit-learn, Pandas, SQL, deep learning, reinforcement learning, statistical modeling, distributed computing (Spark, Hadoop), feature engineering, data visualization
Preferred skills
autonomous driving data and algorithms, robotics, control systems, real-time data processing, low-latency systems, publications in top-tier ML conferences
Responsibilities
Analyze large-scale datasets from fleet and simulation sources; Develop and evaluate novel algorithms for data processing and model training; Evaluate and validate model performance through rigorous testing; Mentor junior data scientists and engineers
