Traffic Specialist

About Company:

Our client is a Palo Alto–based AI infrastructure and talent platform founded in 2018. It helps companies connect with remote software developers using AI-powered vetting and matching technology. Originally branded as the Intelligent Talent Cloud,enabled companies to spin up their engineering dream team in the cloud by sourcing and managing vetted global talent. In recent years, they have evolved to support AI infrastructure and AGI workflows, offering services in model training, fine-tuning, and deployment—powered by their internal AI platform, ALAN, and backed by a vast talent network. They reported $300 million in revenue and reached profitability. Their growth is driven by demand for annotated training data from AI labs, including major clients like OpenAI, Google, Anthropic, and Meta.

Job Description:

Job Title: Driving Scene Caption Analyst

Location: Pan India

Experience: 2+ yrs.

Employment Type: Contract to hire

Work Mode: Remote

Notice Period: - Immediate joiners

Roles & Responsibilities:

Role Overview:

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.

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-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

Nice to have skills:

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