Content Specialist (Video Evaluation)

Dexian Asia Pacific; Singapore; On-site; SGD 70,000 - 110,000; Full time

Job summary

Dexian Asia Pacific seeks a skilled professional to evaluate, label, and curate video content for generative AI projects. The role focuses on storytelling, pacing, editing, and audio, with a strong emphasis on consistency and quality across assets.

You will craft evaluative feedback, design rubrics, and prompts to drive high-quality video outputs, while collaborating with engineers and creatives to refine content at scale.

Qualifications

• 4+ years of experience in video/media production, evaluation, curation.
• Hands-on GenAI tool experience.
• Portfolio of relevant video and/or AI visual work.
• Bachelor's degree or equivalent work experience.

Responsibilities

• Evaluate, label, and curate video for generative AI projects at scale.
• Label video across storytelling, pacing, editing, and audio.
• Develop evaluation criteria and rubrics for AI judges.
• Provide written feedback and improvement suggestions.
• Design and prompt video content from concept to refinement.
• Share prompting and asset-creation best practices with partners.
• Maintain organized library of evaluated media assets.

Skills

Video production

Evaluation and labeling

GenAI tools

Editorial judgment

Narrative analysis

Creative collaboration

Project management

Data analysis

Education

Bachelor's degree or equivalent

Tools

Adobe Creative Suite

Premiere Pro

After Effects

Photoshop

Figma

Google Sheets

Job description

• 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)
• Bachelor's degree or equivalent work experience.