Turing · STEM & research
Domain Expert - TV Show & Movies
Listed on Turing as “Domain Expert - TV Show & Movies”
What this actually is
You design problems that stump current AI models, evaluate AI reasoning against the correct answer, write rubrics, and provide expert feedback. Often the highest-paid category because the expertise pool is small. The platform title (Domain Expert - TV Show & Movies) reflects the rate band and the expertise required, not the day-to-day work.
Original posting from Turing
Work location: Remote
About Turing:
Turing is one of the world’s fastest-growing AI companies accelerating the advancement and deployment of powerful AI systems.
Turing helps customers in two ways: Working with the world’s leading AI labs to advance frontier model capabilities in thinking, reasoning, coding, agentic behavior, multimodality, multilinguality, STEM and frontier knowledge; and leveraging that work to build real-world AI systems that solve mission-critical priorities for companies.
Role Overview:
We are seeking a highly qualified TV Shows & Movies Domain Expert to evaluate and improve Large Language Models (LLMs). You will design challenging prompts, assess factual accuracy and reasoning, and identify knowledge gaps within film, television, streaming, actors, directors, genres, awards, franchises, and entertainment history.
Key Responsibilities
• Create advanced prompts covering film, television, streaming, actors, directors, genres, awards, franchises, and entertainment history.
• Evaluate AI-generated responses for factual accuracy, reasoning quality, completeness, and nuance.
• Identify hallucinations, logical inconsistencies, outdated information, and edge cases.
• Develop benchmark datasets and adversarial test cases.
• Provide evidence-based feedback with reliable references.
• Collaborate with AI researchers to improve model performance.
• Maintain high annotation quality and documentation.Day - to - day task
• Write domain-specific prompts of varying difficulty.
• Compare multiple AI responses and rank them.
• Explain why a response is correct or incorrect using authoritative references.
• Identify ambiguous questions and propose improved prompts.
Minimum Qualifications
• Master’s degree or higher in any field; degrees in Film Studies, Television Studies, Media Studies, Journalism, Communications, English/Literature, Screen Studies, or other entertainment-related disciplines are preferred.
• Strong knowledge of movies and television, including familiarity with films, TV series, actors, directors, creators, genres, franchises, awards, streaming platforms, and key developments across the entertainment industry.
• 3+ years of relevant professional experience, preferably in entertainment journalism, film/TV criticism, entertainment media, content creation, research, analysis, reporting, or a related field.
• Excellent written English, research, and analytical skills.
• Strong attention to detail and ability to assess movie, television, and entertainment-related information accurately.Preferred Qualifications
• Experience with LLMs, Generative AI, prompt engineering, or AI evaluation.
• Published research, industry recognition, or teaching experience is a plus.
• Ability to work independently and provide objective, evidence-backed reviews.Offer Details:
• Commitments Required: 40 hours per week with at least 4 hours PST overlap
• Employment type : Contractor assignment (no medical/paid leave)
• Duration of contract : 8 weeks.
• Location: US only (except California, Connecticut, Massachusetts, New Jersey, Vermont)Application Process
• Complete the assessment shared with you.
• Our team will evaluate your submission.
• Selected candidates will be contacted regarding the next steps.
Quoted from Turing's public listing on 2026-11-15. We don't edit platform copy; honest framing is in the title and the “what this actually is” block above.
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About Turing
Hires contractors to train and test AI models for AI labs, in coding, math, science, medicine, languages and more. Most work is remote.
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