Senior Data Engineer
Core
Building large-scale data analysis frameworks and metrics to validate ML model changes and ensure safety for autonomous driving vehicles.
Role type
Senior Data Analysis Engineer (Autonomous Driving)
Builds
Large-scale perception analysis frameworks, regression reports, deep dive analysis UIs, and high-quality datasets for ML training.
Domain
Autonomous driving / Machine Learning / Data Engineering
Deliverable
production ML models
Required skills
Python, statistical analysis, machine learning, data mining, distributed computing, data pipeline orchestration
Preferred skills
AWS, Google Cloud, Azure, autonomous driving domain experience, Ph.D.
Technologies
Python, SciPy, AWS Kubernetes, ReSimulation
Responsibilities
Develop new data analysis metrics and KPIs for autonomous vehicle performance validation; research and develop large-scale data analysis systems; own workflows that surface impacts of ML model and software changes; build datasets for training and edge case validation; provide statistical analysis on model performance and generalization.
Seniority
Senior, hands-on IC
