Content Specialist
Rose International
Content Specialist IIIJob Description Location: Remote in locations Los Angeles, San Francisco, New York Potential exposure to graphic/sensitive/objectionable content to any extent Online portfolio of relevant video and/or AI visual work (include the link on your resume) EDUCATION: Bachelor's degree or equivalent work experience REQUIRED: 4+ years of experience in video/media production, evaluation, curation At least 1 year of hands-on GenAI tool experience Hands-on experience prompt engineering video, visual and multimodal content with GenAI tools 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 Nice to Have: Experience with model evaluation methods, rubric/golden set creation, or human feedback pipelines 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 Description: Summary: 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 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 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.
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