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Senior Consultant / Manager Data Analysis and Modeling
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- Company
- Saffroot Technologies LLP
- Location
- Pune
- Employment type
- Fulltime
- Experience
- 3-6
- Salary / budget
- Not specified
- Date posted
- 2026-09-01
- Notice period
- 30 days
- Skills
- ADAS, empirical relationship modeling, Python
Role overview
Job description
Senior Consultant / Manager Data Analysis and Modeling Autonomous vehicle or vehicle log analytics experience, preferably involving lane change, overtaking, or highway maneuver data. Strong Python analytics capability using Pandas, NumPy, SciPy, scikit learn, Jupyter, and reproducible notebook / pipeline practices. ingest, clean, align, and transform time series fleet/log data, including signal mapping, event extraction, maneuver segmentation, and quality checks. Experience with parameter screening, feature engineering, statistical modeling, uncertainty quantification, sensitivity analysis inputs, and empirical relationship modeling. connect data derived influence parameters to system level metrics across Safety, Stability, Traffic Law Compliance, and Mission categories. Comfort documenting data sufficiency, data quality gaps, assumptions, and metric by metric blockers / workarounds in stakeholder ready form. Experience with ADAS/autonomous driving telemetry, ROS/ROS bag, MDF, parquet, time series databases, or similar vehicle data formats. Familiarity with TTC, time headway, clearance, jerk, acceleration, yaw rate, prediction error, and trajectory quality metrics. Experience building reusable data processing accelerators and analytical QA checks for simulation or autonomy workflows.