Traffic Operations Analyst | $61/hr Remote

Position: Driving Scene Caption Analyst - US

Type: Short-Term Contract (12 weeks)

Compensation: $53 - $61 per hour

Location: Remote

Commitment: At least 4 hours per day and up to 30 40 hours per week with 4 hours overlap with PST

Role Responsibilities

• Review 30-second autonomous vehicle sensor feeds and interpret driving scenes from a first-person perspective
• Evaluate and edit LLM-generated thinking traces for logical consistency and clarity
• Ground entities and events to scene coordinates and object references
• Revise driving plans to reflect correct actions, justifications, maneuvers, and speed
• Identify and remove hallucinated objects or events from AI-generated text
• Distinguish between actual sensor data and fabricated model outputs
• Maintain a zero-error standard in safety-critical judgments under time pressure
• Validate that outputs align with observed trajectory, maneuver, and speed
• Apply U.S. traffic laws and driving logic to evaluate scenarios

Requirements

• Experience in roles requiring precise writing and structured analytical thinking
• Documented driving experience in the U.S. with strong knowledge of traffic laws
• Professional fluency in English with high clarity and precision
• Ability to evaluate logical coherence in multi-step reasoning
• Strong attention to detail and ability to maintain quality under time constraints
• Familiarity with LLM-generated content and common failure modes
• Understanding of hallucinations, reasoning inconsistencies, and instruction-following errors in AI systems
• Ability to work independently in a remote environment

Application Process

• Apply/Easy Apply and check email for application form
• Fill Google form
• Assessment Link (After shortlisting to be completed within 24 hours)