Triage Analyst

7 days ago

Pune, Maharashtra, India Awign Full time ₹ 3,60,000 - ₹ 7,20,000 per year

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:
  • Hard Brake
  • Too Fast
  • Cutting in Front
  • Failed to Stop
  • Lane Following Error, etc.
  • Apply the System/Simulation Error Taxonomy to flag issues including:
  • No Router
  • Adjacent to Router
  • Camera/Hardware Issue
  • Context Map Error
  • 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.

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