Senior Engineer, Human-vs-AV Driving Analytics - Autonomous Vehicles
US, CA, Santa Clara, United States
USD 184K-356K Senior-level Full Time
Tasks
- Automate clustering for regression pattern isolation
- Build human comparison evaluation analytics
- Build human to regression evaluation pipeline
- Correlate metric divergence with driving context
- Create regression tests from analysis candidates
- Define roadmap for human comparison analytics
- Develop KPI forecasting models for real world driving
- Integrate analytical tooling with data pipelines and evaluation infrastructure
- Mentor engineers and influence cross team evaluation strategy
- Validate simulation evaluation correlation with on road quality
Perks/Benefits
- N/A
Skills/Tech-stack
Anomaly Detection | Bazel | C++ | Clustering | Dashboarding | Data Pipeline Architecture | Data pipeline | Large Scale Data | Large-scale | Machine Learning | Pipeline architecture | Predictive Modeling | Python | Regression testing | Series analysis | Spark | Statistical Analysis | Time Series | Time Series Analysis | Unsupervised machine learning
Education
Regions
Countries
States
Cities
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