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Triage Analyst
Triage AnalystConfidential • Pune, India
Triage Analyst

Triage Analyst

Confidential • Pune, India
25 days ago
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

    System Simulation Error Taxonomy, Data annotation tools, Driving Quality Taxonomy, Taxonomy-based classification

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