TV & Movies Domain AI Review Evaluator

About OpenTrain

OpenTrain AI is the hiring and contracting organization for this role and the #1 platform for finding and building careers in AI training and data labeling. OpenTrain helps contributors discover projects, build a professional profile, and apply for AI work in minutes.

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About AI Training Work

AI training is the human side of building artificial intelligence. People review prompts and model responses, identify errors and hallucinations, and provide feedback that helps AI systems become more accurate, useful, and reliable.

This remote field offers flexible opportunities across evaluation, writing, annotation, search relevance, audio, images, and other forms of data work. In this project, your expertise in television and film will directly support the quality of an AI evaluation process.

The Role

OpenTrain AI is seeking a TV & Movies Domain AI Review Evaluator to support quality assurance for large language model evaluation projects. You will review entertainment-focused prompts and completed AI tasks, assessing factual accuracy, reasoning quality, guideline compliance, and potential hallucinations.

This is a remote contractor assignment for candidates based in the United States, excluding California, Connecticut, Massachusetts, New Jersey, and Vermont. The assignment is scheduled to last eight weeks.

• Work type: Contractor and part-time
• Location: United States only, excluding specified states
• Duration: 8 weeks
• Language: English
• Data type: Text
• Project focus: Evaluation and rating of AI-generated content

What You'll Do

You will apply detailed knowledge of television, movies, and the entertainment industry to evaluate AI-generated material. Your reviews should be accurate, consistent, and supported by clear evidence.

• Review and validate prompts about TV shows, films, actors, directors, genres, streaming platforms, and entertainment history.
• Evaluate completed tasks for factual accuracy, reasoning quality, and hallucinations.
• Identify subtle errors, inconsistencies, stereotypes, and unsupported claims in entertainment content.
• Provide constructive, evidence-based feedback to improve annotation and evaluation quality.
• Follow established quality standards and escalate ambiguous cases when needed.
• Collaborate with AI teams and project managers to refine review processes.

Requirements

This role requires strong professional and academic preparation in entertainment, media, or a closely related field. The project details classify the opportunity as entry level, while the role requirements call for substantial subject-matter experience.

• Master's degree or higher; Film Studies, Television Studies, Media Studies, Journalism, or related degrees are preferred.
• At least 3 years of professional experience in entertainment journalism, film or TV criticism, media analysis, or a related area.
• Deep knowledge of movies, TV series, actors, directors, genres, streaming platforms, and entertainment industry developments.
• Experience reviewing and evaluating large language model-generated responses for factual accuracy.
• Ability to identify subtle inaccuracies, stereotypes, and hallucinations in entertainment content.
• Excellent written English, research, analytical, and evidence-based feedback skills.
• Strong attention to detail and the ability to assess entertainment information accurately.
• Experience with AI evaluation, annotation, or quality assurance is helpful.
• Familiarity with prompt creation or content moderation for large language model training is helpful.

Schedule And Contract Details

The structured project details indicate a time requirement of 20 or more hours per week. The role description requests availability to commit 40 hours per week, including at least four hours of overlap with Pacific Standard Time. Review these expectations carefully before applying.

This is a contractor assignment and does not include medical or paid leave.

• Minimum listed availability: 20+ hours per week
• Role description commitment: 40 hours per week
• Required schedule overlap: At least 4 hours with PST
• Contract duration: 8 weeks
• No medical or paid leave

Why This Work Matters

Every major AI system depends on people who can recognize accurate, useful, and contextually appropriate information. By evaluating entertainment content and documenting errors, you will help improve how AI handles questions about movies, television, and media history.

OpenTrain supports contributors as they build experience in this fast-growing industry, where specialized knowledge can lead to meaningful work shaping the behavior of modern AI systems.

How To Apply

Create a free OpenTrain account, highlight your entertainment and media expertise, and submit your application for this project. Include relevant experience in journalism, criticism, media analysis, AI evaluation, or quality assurance so reviewers can understand your fit.