: Triage Expert – Autonomous Vehicles (AV)

Job Title: Triage Expert – Autonomous Vehicles (AV)

Experience: 2–5 Years

Domain: Autonomous Vehicles (AV) / ADAS / Vehicle Triage

Communication: Good to Excellent English (Written & Verbal)

Role Overview

We are looking for a technically sound and analytical Triage Expert – Autonomous Vehicles (AV) with hands-on experience in analyzing autonomous driving data, identifying system anomalies, and evaluating vehicle behavior across different driving scenarios.

The candidate will be responsible for reviewing vehicle data, identifying unexpected driving behavior, investigating potential system failures, classifying events, and providing accurate triage outcomes based on predefined guidelines and technical parameters.

The ideal candidate should have a robust understanding of AV/ADAS systems, vehicle perception, driving scenarios, and the ability to interpret complex data to support autonomous driving system validation and improvement.

Key Responsibilities

- AV Data & Scenario Analysis: Analyze autonomous vehicle data, recorded driving scenarios, and vehicle behavior to identify unexpected events, anomalies, and potential system failures.
- Triage & Event Classification: Perform detailed triage of driving events by identifying, categorizing, prioritizing, and classifying issues based on project-specific guidelines.
- Driving Behavior Analysis: Evaluate vehicle movements, lane changes, braking, acceleration, object interactions, obstacle avoidance, and other driving behaviors.
- Perception Analysis:



Review perception-related outputs to assess object detection, classification, tracking, and localization accuracy.
- Anomaly Identification: Identify unusual driving patterns, false positives, false negatives, missed detections, and unexpected vehicle responses.
- Root Cause Investigation: Investigate identified issues by correlating available sensor data, video feeds, vehicle behavior, and system outputs to determine potential failure patterns.
- Data Validation: Validate triage results and ensure accurate classification, documentation, and reporting of identified issues.
- Quality & Process Adherence: Maintain high standards of accuracy and consistency while following defined SOPs, quality benchmarks, and turnaround timelines.
- Reporting & Documentation: Prepare detailed reports highlighting issue categories, observations, recurring patterns, and triage outcomes.
- Cross-functional Collaboration: Coordinate with engineering, perception, validation, and quality teams to discuss complex scenarios and resolve technical queries.

Required Qualifications & Skills
- 2–5 years of experience in Autonomous Vehicles (AV), ADAS, vehicle data analysis, or related automotive technology workflows.




- Hands-on experience in AV/ADAS triage, driving scenario analysis, or vehicle behavior evaluation.
- Strong understanding of autonomous driving concepts, including perception, object detection, classification, tracking, and localization.
- Ability to analyze driving scenarios and identify unexpected vehicle behavior, system anomalies, and potential failures.
- Understanding of road environments, traffic rules, lane markings, road signs, pedestrians, cyclists, and surrounding vehicles.
- Experience reviewing video data, sensor outputs, or vehicle logs for issue identification and validation.
- Strong analytical, logical reasoning, and problem-solving skills.
- Good English communication skills (written and verbal).
- Proficiency in MS Excel and Google Sheets for data tracking and reporting.
- Ability to work independently, manage multiple priorities, and deliver accurate results within defined timelines.

Preferred Skills

- Exposure to LiDAR, Camera, Radar, and multi-sensor fusion data.
- Understanding of 2D/3D perception and object tracking workflows.
- Knowledge of autonomous driving scenarios such as cut-ins, cut-outs, lane changes, intersections, pedestrian crossings, and obstacle detection.
- Experience with AV data visualization, annotation, and validation platforms.
- Understanding of vehicle dynamics and basic automotive systems.
- Exposure to Linux environments and basic technical troubleshooting.
- Experience working on international AV/ADAS client projects.

📌 Triage Expert- Autonomous Vehicle (Maharashtra)
🏢 iMerit
📍 Maharashtra