• Does this role deal with graphic and/or objectionable content to any extent?: Yes
• Online portfolio of relevant video and/or AI visual work
Required Education:
•High school diploma
Preferred Education:
• Bachelor's degree or equivalent work experience
Required 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
• Hands-on experience prompt engineering video, visual and multimodal content with GenAI tools
Preferred skills:
•Experience with model evaluation methods, rubric/golden set creation, or human feedback pipelines
Overview:
The Content Specialist III will evaluate, label, and create video and multimodal content for generative AI work. The role sits at the point where creative judgment meets AI model quality. Specialists will help encode creative taste into Client's video generation and understanding models, teaching them what great looks like across narrative structure, editing decisions, audio design and shot composition. Specialists will assess and label video against defined criteria, and use GenAI tools to make high-quality video and visual content that helps train and improve models. They'll work closely with content, product, engineering and design teams to bring industry insights to evaluation standards, write precise written feedback, and turn creative concepts into polished assets through prompting. The role calls for a deep understanding of short-form and long-form video, Reels culture, AI creator communities, competing generative models, and how these trends shape internet culture. We're looking for a detail-oriented, analytical professional with strong creative and technical skills who does well in a fast-paced tech environment
Responsibilities:
•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
Pursuant to the California Fair Chance Act, Los Angeles County Fair Chance Ordinance for Employers, Los Angeles Fair Chance Initiative for Hiring Ordinance, and San Francisco Fair Chance Ordinance, qualified applicants will be considered for assignment with arrest and conviction records. Criminal history may have a direct, adverse, and negative relationship with some of the material job duties of this position. These include the duties and responsibilities listed above, as well as the abilities to adhere to company policies, exercise sound judgment, effectively manage stress and work safely and respectfully with others, exhibit trustworthiness, meet client expectations, standards, and accompanying requirements, and safeguard business operations and company reputation.
- **Only those lawfully authorized to work in the designated country associated with the position will be considered.**
- **Please note that all Position start dates and duration are estimates and may be reduced or lengthened based upon a client’s business needs and requirements.**
Each time I contacted Rose, I was completely satisfied with the great attention and customer service I received. Each person was extremely knowledgeable and patient with my concerns or questions.
Diana, Consultant
Thanks for the opportunity. If in the future I ever need a job, I would like to work for Rose International.
David, Consultant
I am very happy with the Rose International, and the professionalism of the employees.
Robin, Consultant
I believe the best thing that Rose HR has going for it is the incredible responsiveness. Everyone is very quick to reply to any concerns, and contacts the contracted employees very quickly and efficiently.
Kevin, Consultant
Working for Rose International was the most pleasant assignment I have ever had. They were always on top of situations when necessary, and very helpful. I was very proud to be an employee of Rose International, and would recommend anyone to try to work with them.
Melvon, Consultant
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