Driving Scene Caption Analyst - 78678

About Turing: Based in San Francisco, California, Turing is the world’s leading research accelerator for frontier AI labs and a trusted partner for global enterprises deploying advanced AI systems. Turing supports customers in two ways: first, by accelerating frontier research with high-quality data, advanced training pipelines, plus top AI researchers who specialize in coding, reasoning, STEM, multilinguality, multimodality, and agents; and second, by applying that expertise to help enterprises transform AI from proof of concept into proprietary intelligence with systems that perform reliably, deliver measurable impact, and drive lasting results on the P&L.Role Overview: We are seeking a highly analytical and detail-orientedDriving Scene Caption Analystwith strong written English skills and a solid understanding ofU.S. road rules and traffic laws . This role sits at the intersection ofautonomous driving, scene interpretation, and language precision . You will review short sensor feeds, evaluate LLM-generated reasoning, and refine outputs foraccuracy, coherence, and clarity . Success in this role requiressharp judgment, spatial reasoning, and the ability to critically assess AI-generated content against visual evidence .What you will work on: Review 30-second autonomous vehicle sensor feeds and interpret driving scenes from a first-person perspective Evaluate and edit LLM-generatedthinking tracesfor logical consistency and clarity Ground entities and events to scene coordinates and object references Revisedriving plansto 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 azero-error standardin safety-critical judgments under time pressure Validate that outputs align with observed trajectory, maneuver, and speed ApplyU.S. traffic laws and driving logicto evaluate scenariosRequirements: Experience in roles requiringprecise writing and structured analytical thinking Documenteddriving experience in the U.S.with strong knowledge of traffic laws Professional fluency in English with high clarity and precision Ability to evaluatelogical coherence in multi-step reasoning Strong attention to detail and ability to maintain quality under time constraintsNice to have skills: Familiarity withLLM-generated contentand common failure modes Understanding of hallucinations, reasoning inconsistencies, and instruction-following errors in AI systemsOffer Details: Commitments Required: at least 4 hours per day and upto 30-40 hours per week with 4 hours of overlap with PST. Engagement type: Contractor Engagement Length: 12 weeksEvaluation Process- Shortlisted candidates will be onboarded