Senior Data Scientist, Systems Performance
Boston, Massachusetts, United States; Remote U.S.
R
USD 149K-198K Senior-level Full Time
Tasks
- Apply machine learning methods for performance evaluation
- Build self service model for developer impact
- Correlate on road and simulation data
- Define evaluation metrics and performance targets
- Develop evaluation frameworks for autonomous systems
- Develop new metrics and analyze simulation and on road trends
- Develop statistical analysis methods for AV performance data
- Establish best practices for data-driven decision-making
- Generate and refine simulation scenarios from edge cases
- Identify edge cases and coverage gaps using fleet data
- Investigate anomalies and provide actionable insights
- Map evaluation metrics to automotive safety standards
- Mentor and collaborate with engineers
- Monitor metric reliability and data drift
- Perform statistical analysis for simulation and on road data
Perks/Benefits
- N/A
Skills/Tech-stack
Causal Inference | Data Analysis | Deep learning | Hypothesis Testing | Machine Learning | Python | SQL | Series modeling | Statistical Analysis | Time Series | Time Series Modeling | Transformers | Uncertainty Quantification
Education
Roles
Regions
Countries
States
Cities
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