Generative Media Content Engineer

Meta; Singapore; On-site; SGD 120,000 - 170,000; Full time

Job summary

Meta is seeking a Content Engineer for Product Content Engineering to advance model training for image and video generation. You will own the human evaluation layer, design rubrics, run evaluation rounds, and convert subjective judgments into measurable signals that directly influence model behavior and launch decisions.

The role requires hands-on video production experience and the craft vocabulary to describe media quality precisely.

Qualifications

• 6+ years of experience in video production, content strategy, editorial standards, media evaluation or relevant fields.
• Hands-on video production experience, including shooting, editing, post and/or motion work.
• Experience creating or contributing to evaluation rubrics or quality guidelines for video or image content.
• Experience producing or evaluating short-form video and emerging video formats.
• Experience applying editorial judgment, plus the ability to document judgment logic into reusable frameworks that scale across teams.
• Experience leveraging quantitative insights to inform content and quality decisions.
• Experience collaborating with cross-functional teams (product, engineering, design, research, analytics).
• Experience working independently and navigating ambiguity in fast-paced environments.

Responsibilities

• Own the human evaluation layer that defines quality for generative media.
• Design rubrics and run evaluation rounds.
• Turn subjective judgments into measurable signals that shape model behavior and launches.
• Document observations and refine rater guidelines for scale across teams.

Skills

Video production

Content strategy

Editorial standards

Media evaluation

Short-form video

Editorial judgment

Quantitative insights

Cross-functional collaboration

Ambiguity navigation

Generative media tooling

Prompt engineering for media

Annotation platforms

Education

Bachelor's degree in a directly related field

Tools

Annotation platforms

Eval tooling

Generative media tooling

Job description

Meta is seeking a Content Engineer for Product Content Engineering to advance model training for image and video generation. You will own the human evaluation layer, design rubrics, run evaluation rounds, and convert subjective judgments into measurable signals that directly influence model behavior and launch decisions.

The role requires hands-on video production experience and the craft vocabulary to describe media quality precisely.