MEMercedes Benz
Data Analytics Engineer - MB VANS
Bangalore ₹5-9 LPA Posted 1 Apr 2026
FULL TIME
Machine Learning
Data Analytics
Data Science
Sql
Data Analyst
+2 more
Job Description
Key Responsibilities:
- Analyze ADAS sensor data (camera, radar, lidar, ultrasonic), vehicle dynamics, and ECU logs to identify patterns, anomalies, and trends.
- Collaborate with engineering teams to understand ADAS algorithm behavior, KPIs, and performance metrics.
- Support model validation by generating statistical reports, performance summaries, and scenario evaluations.
- Build dashboards, data visualizations, and automated reporting pipelines for engineering and program teams.
- Clean, preprocess, and transform large datasets using Python, SQL, or cloud-based tools.
- Perform root-cause analysis of ADAS feature performance issues, such as false/missed detections and driver interventions.
- Collaborate with software, systems, and calibration engineers to refine feature KPIs and data requirements.
- Support scenario extraction, annotation reviews, and dataset quality checks.
- Drive continuous improvement of ADAS performance across markets, driving conditions, and environmental factors.
- Document findings, insights, and recommendations in clear technical reports.