Evaluate, label, and curate video (including imagery and animation) for generative AI projects across short-form and long-form content, keeping quality and consistency high at scale
Label video across creative dimensions (e.g., storytelling, pacing, editing and audio) and technical dimensions (e.g., audio-visual sync, timestamp alignment, and scene and shot segmentation)
Bring industry insights to inform evaluation criteria, labeling guidelines, and rubrics that match project goals
Help create evals and AI judges for high-quality video and video editing performance
Write detailed assessments with clear written feedback, analysis, and suggestions for improvement
Use prompting to create video and visual content that is delightful, polished, and clear, from first concept through refinement
Generate pitch and mock up content for product, engineering and design partners
Design, prompt, manage and maintain a pipeline of video content through deployment
Improve content by testing, evaluating and iterating, and share prompting and asset-creation best practices with partners
Build lightweight, repeatable workflows and content templates so the team can move fast
Analyze labeling and evaluation data to find trends, and turn them into clear, actionable reports
Keep a well-organized, accessible library of evaluated and generated media assets
Stay current on video trends, GenAI video models, and emerging creative technologies.
Skills
Proven experience in video production, evaluation, labeling or curation, with a strong eye for visual quality, pacing, composition and storytelling
Experienced creative background, such as Creative Director, AI Artist, Video Producer,Editor, Creative Strategist, or Post-Production Manager, with strong creative expertise and editorial judgment
Deep understanding of narrative structure, editing decisions, audio design and shot composition
Hands-on experience prompt engineering video, visual and multimodal content with GenAI tools
Strong analytical skills and attention to detail; can turn findings into clear, concise written feedback and reports, with a strong command of grammar, style and tone
Familiarity with editing and design tools such as Adobe Creative Suite (Premiere Pro, After Effects, Photoshop), Figma, or similar
Deep familiarity with Instagram/Reels, social video formats, and AI artist and creator communities, as well as how the best content across Reels, TikTok, YouTube, TV and film is structured
Communicates well across teams, including engineers and creatives.
Can manage several projects at once under tight deadlines and work independently
Proficiency in Google Sheets and basic data analysis
Plus: experience with model evaluation methods, rubric/golden set creation, or human feedback pipelines
Education/Experience:
4+ years of experience in video/media production, evaluation, curation, or a related field
At least 1 year of hands-on GenAI tool experience
Online portfolio of relevant video and/or AI visual work (include the link on your resume)