Meta(Meta Platforms)岗位:Product Content Engineer Responsibilities
Build and maintain evaluation rubrics for image and video generation quality, including dimension definitions, rating scales and annotator guidelines
Execute human evaluation rounds on model output, side-by-sides, absolute scoring and prompt-adherence checks, and produce clear, actionable writeups
Construct and curate prompt sets and golden sets that stress-test specific model capabilities and failure modes
Calibrate with fellow raters and vendor teams; help drive inter-rater reliability
Partner with research and modeling teams so eval findings translate into training and post-training signal
Support the transition of human judgment into automated measurement and help validate automated scores against human ground truth
Track quality trends across model versions and flag regressions early
Deliver high-quality evaluation work on model and launch timelines in a fast-paced, dynamic environment
Minimum 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, with the craft vocabulary to describe quality failures precisely
Experience creating or substantially 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
Bachelor's degree in a directly related field, or equivalent practical experience
Preferred Qualifications
Experience evaluating generative media output (text-to-video, image-to-video, video-to-video, text-to-image)
Background in film, television, OTT, commercial or VFX production
Familiarity with generative media tooling and prompt engineering for media generation
Experience with annotation platforms or eval tooling
Experience with product launches in ambiguous or zero-to-one environments
Demonstrated ability to integrate AI tools to optimize/redesign workflows and drive measurable impact (e.g., efficiency gains, quality improvements)
Experience adhering to and implementing responsible, ethical AI practices (e.g., risk assessment, bias mitigation, quality and accuracy reviews)
Demonstrated ongoing AI skill development (e.g., prompt/context engineering, agent orchestration) and staying current with emerging AI technologies
About Meta
Meta builds technologies that help people connect, find communities, and grow businesses.
When Facebook launched in 2004, it changed the way people connect.
Apps like Messenger, Instagram and WhatsApp further empowered billions around the world.
Now, Meta is moving beyond 2D screens toward immersive experiences like augmented and virtual reality to help build the next evolution in social technology.
People who choose to build their careers by building with us at Meta help shape a future that will take us beyond what digital connection makes possible today—beyond the constraints of screens, the limits of distance, and even the rules of physics.
For those who live in or expect to work from California if hired for this position, please click here for additional information.
United States of America:$131,000/year to $190,000/year + bonus + equity + benefits
Individual compensation is determined by skills, qualifications, experience, and location.
Compensation details listed in this posting reflect the base hourly rate, monthly rate, or annual salary only, and do not include bonus, equity or sales incentives, if applicable.
In addition to base compensation, Meta offers benefits.
Learn more about benefits at Meta.
Equal Employment Opportunity
Meta is proud to be an Equal Employment Opportunity employer.
We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or other applicable legally protected characteristics.
You may view our Equal Employment Opportunity notice here.
Meta is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures.
If you need assistance or an accommodation due to a disability, fill out the Accommodations request form.
Apply for this job
Take the first step toward a rewarding career at Meta.
Apply now APPLY NOW Find your role Explore jobs that match your skills and experience. Search by technology, team or location to find an opening that’s right for you. View jobs
Recruiters can view your conversations with AI. Using AI is optional and does not impact the outcome of your application process.Learn more about AI usage and settings.
Sign up
to ask follow-up questions
Job Search
Technology Teams
Artificial Intelligence
Creative
Infrastructure
Metaverse and Wearables
Product and Program Management
Research and Data
Security
Software Engineering
Business Teams
Business Operations
Partnerships
Sales and Marketing
Career Programs
Research
Accelerate Eng Talent
Students and Grads
Rotational Programs
Working at Meta
Accessiblity and Engagement
Benefits
Culture
Hiring Process
My account
Career profile
Account settings
Messages
Meta Careers Blog
Meta Tech Podcasts
About us
About Meta
Media gallery
Brand resources
For investors
Looking for contractor roles?
Community Standards
Data Policy
Terms
Cookie Policy
Equal Employment Opportunity Metais proud to be an Equal Employment Opportunity employer.
We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or other applicable legally protected characteristics.
You may view our Equal Employment Opportunity notice here.
Meta is committed to providing reasonable support (called accommodations) in our recruiting processes for candidates with disabilities, long term conditions, mental health conditions or sincerely held religious beliefs, or who are neurodivergent or require pregnancy-related support.
If you need assistance or an accommodation due to a disability, fill out the Accommodations request form Notice regarding automated employment decision tools in New York City Learn more about this here.
©2026 Meta.
If you have any trouble, you can report an issue
Report a bug