Key skills
ML
About this role
Avride is dedicated to advancing the future of autonomous driving technology, and they are seeking a skilled Data Scientist to join their team. The role involves defining and evaluating the performance of autonomous vehicle systems by designing quantitative metrics and analyzing large datasets to ensure safety and reliability.
Responsibilities:
- Analyze data from real-world and simulated autonomous vehicle experiments to evaluate system performance
- Develop and refine quantitative metrics (both rule-based and ML-driven) to assess driving behavior, safety, and passenger comfort
- Apply statistical inference and hypothesis testing to validate the sensitivity and reliability of metrics
- Collaborate with autonomy software, simulation, and safety teams to prioritize improvements based on data-driven insights
- Build scalable data pipelines to automate metric computation and reporting
- Review driving logs and participate in test rides to ground analyses in real-world performance