Join a team focused on improving member-facing search and AI experiences through thoughtful content evaluation and expert judgment. This contract opportunity is ideal for someone with a deep background in media and a strong ability to review, annotate, and rate content with accuracy, consistency, and care.

Responsibilities

• Review and evaluate content recommendations and generated text to support AI training and quality improvement efforts.
• Apply established guidelines and independent judgment to capture nuance, context, and intent in creative content.
• Validate datasets used in AI and machine learning workflows for accuracy, completeness, and consistency.
• Identify patterns, edge cases, and potential issues that could affect model performance or member experiences.
• Document evaluation results and rationale in a clear, concise, and objective way.
• Collaborate with cross-functional partners to help improve dataset quality and relevance.
• Support evaluation work tied to search and AI-driven member experiences, including voice and search relevance initiatives.

Skills

• Background in media-related work such as writing, editing, content design, metadata analysis, or content labeling for AI.
• Deep knowledge of films and series across genres, markets, and the broader streaming landscape.
• Strong ability to summarize and assess creative content in a clear, objective, and structured way.
• Excellent written communication skills in English.
• Comfort working within defined guidelines and rubric-based evaluation frameworks.
• High attention to detail, reliability, and the ability to work in a deadline-driven environment.
• Ability to learn and use internal tools and systems effectively.

Preferred Skills

• Fluency in Spanish is strongly preferred.
• Experience working with large data catalogs.
• Prior experience reviewing datasets or supporting AI and machine learning workflows.
• Curious, collaborative, and open to feedback in a team-oriented environment.
• Ability to adapt to changing tools, processes, and priorities.

Horizontal Talent is committed to fostering a diverse, equitable, and inclusive workplace where people of all backgrounds can thrive. We value different perspectives and experiences, and we encourage qualified candidates to apply.

Please apply through this online posting or by visiting our Job Board at www.horizontaltalent.com/job-board. Applications will be accepted for 4 weeks. For those that join the team, we offer competitive compensation and benefits including medical, dental, vision, and retirement. Check out all we have to offer and how you can become part of the Horizontal Talent Team. The pay range for this role is $37 - $72 per hour based on qualifications and experience.