Join a leading AI lab at the forefront of generative AI innovation and help shape the future of performance-driven AI systems. We are seeking experienced professionals from film, animation, visual storytelling, and performance disciplines to contribute their expertise toward evaluating and improving AI models that transfer and preserve human performances across different outputs.
These advanced AI systems are designed to retain the timing, emotion, intent, and subtle physical nuances that make performances feel authentic. Your expertise will help establish the standards by which model outputs are evaluated, ensuring that AI-generated performances remain faithful to the original artistic expression.
This is a part-time opportunity to collaborate with world-class AI researchers, engineers, and creative professionals working on next-generation visual AI technologies.
Requirements
Key Responsibilities
Establish Evaluation Standards
Define clear criteria for assessing performance fidelity, emotional authenticity, and physical accuracy.
Evaluate how effectively AI-generated outputs preserve the original actor’s intent, timing, expression, and movement.
Identify shortcomings in existing evaluation approaches and recommend improvements.
Curate Benchmark Content
Select and analyze examples of performances that range from straightforward to highly nuanced and challenging.
Help establish meaningful benchmark datasets for evaluating AI performance transfer capabilities.
Shape Human Evaluation Frameworks
Define reviewer qualifications, expertise requirements, and evaluation methodologies.
Develop scoring rubrics and assessment guidelines for large-scale human review processes.
Collaborate with Domain Experts
Work closely with other creative and technical specialists to ensure evaluation consistency and quality.
Provide subject matter expertise that informs future model development and assessment strategies.
Required Qualifications
7–10 years of professional experience in the entertainment, film, animation, visual effects, or related creative industries.
Demonstrated contributions to at least two professionally released films, animation productions, or equivalent projects.
Expertise in one or more of the following disciplines:
Character Animation (human or character performance-focused)
Character Technical Design
Acting Coach or Acting Instructor (film, television, or theater)
Director of Photography (DP)
Performance Capture or Character Performance Development
Exceptional ability to recognize and evaluate:
Micro-expressions
Emotional nuance
Physical acting choices
Timing and performance rhythm
Authenticity of human movement and behavior
Strong familiarity with AI tools and workflows, including the ability to generate and evaluate visual examples.
Excellent written communication skills and the ability to translate complex performance observations into structured evaluation criteria and documentation.
Preferred Qualifications
Experience working with performance capture, facial animation, or digital character pipelines.
Familiarity with visual AI technologies, generative media tools, or machine learning-driven creative workflows.
Experience developing review standards, quality frameworks, or artistic evaluation methodologies.
Access to a professional-grade display environment, including a 4K-resolution monitor, for detailed visual review.
Location & Collaboration Requirements
Ability to attend in-person working sessions in:
Playa Vista (Los Angeles), California, or
New York City, New York
Availability for on-site collaboration approximately once or twice per month.
Why Join
Help define how future AI systems understand and preserve human performance.
Influence evaluation standards used by cutting-edge generative AI models.
Collaborate with leading researchers, engineers, filmmakers, animators, and creative professionals.
Contribute to groundbreaking advancements at the intersection of storytelling, performance, and artificial intelligence.
Equal Opportunity Statement
All qualified applicants will be considered without regard to legally protected characteristics. Reasonable accommodations are available upon request.
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