Driving Scene Quality Analyst (USA)

Careerflow.ai • ,

4d

About The Position

We are seeking a highly analytical and detail-oriented Driving Scene Caption Analyst with strong written English skills and a solid understanding of U.S. road rules and traffic laws. This role sits at the intersection of autonomous driving, scene interpretation, and language precision. You will review short sensor feeds, evaluate LLM-generated reasoning, and refine outputs for accuracy, coherence, and clarity. Success in this role requires sharp judgment, spatial reasoning, and the ability to critically assess AI-generated content against visual evidence.

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

Nice To Haves

• Familiarity with LLM-generated content and common failure modes
• Understanding of hallucinations, reasoning inconsistencies, and instruction-following errors in AI systems

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

What This Job Offers

• Job Type: Part-time
• Career Level: Mid Level
• Education Level: No Education Listed