TuringOther AI work
Domain Expert - TV Show & Movies
Pay not published
About this role, in Turing's words
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.
What you'll do
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- Identify hallucinations, logical inconsistencies, outdated information, and edge cases.
Show all 7 itemsHide the other 4 in Key Responsibilities
- 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.
Candidate background
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
Show all 3 itemsHide these 3 items in 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.
Quoted from selected sections of Turing's posting. The full posting may state other conditions. Read the full posting
A closer look
More context, when you need it.
Full job descriptionThe original posting, in Turing's words
Posted by Turing, reproduced here so you can judge the role before clicking. Original posting ↗
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.
Working with TuringPay, getting started and work, from Turing's own pages
What the platform publishes in general. These are not extra terms confirmed for this particular role.
- Getting paid
- Paid monthly, around the 5th, straight to your bank account, or inside Deel on projects run through Deel. Its help articles disagree on whether that is the 5th calendar day or business day. help.turing.com/articles/9691407757-project-onboarding, help.turing.com/articles/6582454854-what-if-i-haven-t-rec..., help.turing.com/articles/1226770947-project-offboarding
- Before your first paid task
- A short application, with tests on some roles. Turing's review article says an interview is typically required for all roles. Onboarding covers the terms, ID verification with a driver's license or passport, and tax and payment details. help.turing.com/articles/2020987592-apply-for-jobs-at-turing, help.turing.com/articles/9179629201-how-long-does-the-app..., help.turing.com/articles/9691407757-project-onboarding
- How much work
- Review takes from 48 hours to 6 weeks after you finish applying, and the client makes the final choice. No reply within 6 weeks usually means you were not selected. help.turing.com/articles/9179629201-how-long-does-the-app..., help.turing.com/articles/2020987592-apply-for-jobs-at-turing
- Contract
- Depending on the project, the engagement rests on Turing's Terms of Service and a Service Agreement, on Deel, or on a partner that provides the contract. help.turing.com/articles/6582454854-what-if-i-haven-t-rec...
Read on the pages linked above on 23 Sep 2026. Platforms change these terms, so check the linked page before you rely on one.
Sources and listing historyWhere this information comes from
This listing's history
- First seen here on 19 Sep 2026, and still on Turing's list when we last read it on 13 Oct 2026.
- Posted by Turing
- First seen by AIPayList
- Last seen live
- Listing ID
- 97278
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