Creative Producer Special Projects
Cupertino, CA - USA
Job Summary
Creative Producer is responsible for two equally critical functions: leading performance capture sessions that produce high-quality visual and audio datasets and developing the annotation frameworks that give those datasets meaning for ML the production side you will coach actors and non-actors through structured sessions designed to capture the full spectrum of authentic human expression facial gestural and vocal. On the annotation side you will serve as the subject-matter expert in emotion and expression labeling authoring the guidelines decision trees and calibration standards that cross-functional annotation teams rely on to label data accurately and at ideal candidate brings deep experience in performance direction film television or theater combined with the analytical rigor to translate nuanced human behavior into structured repeatable annotation frameworks. You are equally at home on a production floor and in a documentation sprint and you understand that both are essential to building AI systems that genuinely understand people.
Performance Direction u0026 Capture Lead structured on-camera and voice recording sessions directing actors and non-actors to deliver natural emotionally authentic performances across a defined range of expressions emotions and vocal nuances that meet ML dataset specifications.n Expert Annotation u0026 Guideline Development Serve as the domain expert in expression and emotion labeling designing annotation guidelines taxonomies and decision trees that enable cross-functional annotation teams to label data consistently accurately and at scale.n Quality u0026 Data Standards Establish performance benchmarks and emotional fidelity standards review and approve recorded materials and ensure all data collection and labeling processes meet technical ethical and consent-based requirements.n Cross-Functional Collaboration Partner with ML teams PMO and data engineers to translate technical dataset requirements into actionable performance direction bridging the creative and technical domains to support scalable repeatable capture and annotation pipelines.
5 years of professional directing experience in film television theater or commercial production.n Demonstrated expertise in coaching actors and non-actors toward authentic emotional and vocal performances.n Deep fluency in facial expression micro-expression body language vocal modulation and emotional psychology.n Experience working in AI training data motion capture or structured data collection environments.n Experience structuring and managing studio recording environments (audio and/or video).n Strong written communication skills with the ability to produce clear precise documentation (guidelines protocols taxonomies).n Excellent cross-functional collaboration and interpersonal skills.n Able to Travel domestically - up to 25%. NY/LA/SCV
Hands-on background in annotation labeling QA or annotation tooling workflows.n Familiarity with inter-annotator agreement methods and quality calibration practices.n Background in acting theater or vocal/speech performance.n Experience directing diverse talent across cultures languages and performance backgrounds.n Familiarity with audio engineering fundamentals and camera framing principles.
Required Experience:
IC
About Company
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