Vehicle Testing - Test Data Analyst
IT, Data Science
Bangalore Rural, Karnataka, India
Posted on Jun 23, 2026
Key Responsibilities
- Efficiently filter and manipulate massive datasets comprising hundreds of ride parameters
- Support the automated processing of raw CAN data into trackable, standardized ride metrics
- Analyze extensive sets of vehicle telemetry (including electrical, thermal, and algorithmic metrics) to evaluate system behavior during field testing
- Monitor ride metrics over time to identify degradation, track fault sequences, and evaluate Ride patterns
- Develop clear, actionable visual representations (statistical models, histograms, heatmaps, scatter plots) to highlight performance trends and anomalies
- Compile comprehensive performance reports and live-updating dashboards segmented by vehicle, individual components, firmware versions, and specific test conditions (e.g., environmental factors, geography)
- Work closely with the engineering and validation teams to assess algorithm functionality and overall component health, providing critical data to support final production release decisions
- Design and execute test cases to validate any software bugs or edge cases and verify the vehicle functionality.
- Consolidation of data across different Validation teams, and effective management
Ideal Candidate
- Bachelor’s degree in Mechanical, Automobile, Electrical Engineering, or a related field
- 3–5 years of experience in vehicle testing, preferably in the two-wheeler or EV sector, or in the Data Analysis field
- Familiarity with vehicle telemetry, EV parameters (voltage, current, temperature), and validation processes
- Understanding of Vehicle Networks (Strongly Preferred): Basic knowledge of CAN bus architecture, DBC decoding, and automotive data formats (such as MF4) to reduce the learning curve
- Candidates must possess strong proficiency in at least one tool/language from each of the following categories: Python / Google Apps Script / C++ (A basic understanding is highly advantageous for understanding our upstream data automation pipeline)
- Looker Studio / Grafana / AppSheet / PowerBI (or similar)