Job Description

Role Overview:
The Triage & AV Analyst will be responsible for reviewing and analyzing real-world driving footage captured from manual miles. The role involves identifying, classifying, and labeling various driving behaviors and system/simulation errors using defined taxonomies. The analyst will play a key role in ensuring data accuracy and consistency to support autonomous driving model development.
Experience Required: Minimum 2 years
Duration: 6 months initially
Location: Pune, Hyderabad
Salary: upto 30K per month
Key Responsibilities:
- Review and analyze driving scenarios captured from manual miles.
- Apply the Driving Quality Taxonomy to identify driving behaviors such as:
o Hard Brake
o Too Fast
o Cutting in Front
o Failed to Stop
o Lane Following Error, etc.
- Apply the System/Simulation Error Taxonomy to flag issues including:
o No Router
o Adjacent to Router
o Camera/Hardware Issue
o Context Map Error
o Scene Cutting Error
- Assign appropriate label confidence levels (High, Moderate, Low) based on the clarity of evidence.
- Accurately differentiate between closely related categories, e.g., Diverting from Route vs. Not Following Route.
- Maintain consistency and quality across large volumes of labeled data.
- Collaborate with Quality Analysts and Project Leads to ensure adherence to annotation guidelines.
- Participate in calibration and feedback sessions to continuously improve labeling accuracy.
Required Skills & Qualifications:
- Bachelor's degree in Engineering, Computer Science, or a related field preferred.
- Prior experience in Autonomous Vehicle (AV), ADAS, or Simulation Data Analysis projects is desirable.
- Strong analytical and observational skills with keen attention to detail.
- Familiarity with data annotation tools and taxonomy-based classification.
- Ability to understand and apply complex labeling guidelines consistently.
- Good communication and reporting skills.
- Comfortable working in a fast-paced, deadline-driven environment.
Preferred Skills:
- Exposure to Lidar, camera-based data, or simulation environments.
- Understanding of vehicle dynamics and traffic behavior.
- Experience with quality audit or validation tasks.

Skills Required