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Creative Evaluation Lead, Artwork

Job in Northern, Floyd County, Kentucky, USA
Listing for: Workman Labs
Full Time position
Listed on 2026-09-25
Job specializations:
  • Creative Arts/Media
    AI Evaluation, AI Business & Operations
  • IT/Tech
    AI Evaluation, AI Business & Operations
Salary/Wage Range or Industry Benchmark: 210000 - 330000 USD Yearly USD 210000.00 330000.00 YEAR
Job Description & How to Apply Below
Location: Northern

Netflix is hiring a Creative Evaluation Lead for Artwork to lead AI-driven transformation of promotional artwork — designing creative rubrics and evaluation criteria for AI image models, running QC on outputs, and bridging creative, product, and ML R&D teams to scale AI-first artwork at Netflix scale.

$210,000 – $330,000 / yr

Location

Remote

Seniority

Lead

Compared with 37 other Product roles:
Common across similar roles Unique to this role

Responsibilities
  • Support R&D sprints on AI models by designing creative rubrics and standardized asset evaluation criteria using gold-standard references
  • Oversee quality control of AI model outputs, maintain creative alignment, and synthesize findings for model improvements
  • Execute AI solutions within active content-launch workflows, ensuring reliability and scalability Unique
  • Establish feedback loops identifying human-intervention patterns during asset fulfillment to inform model enhancements
  • Partner with creative teams to identify production challenges and translate them into AI opportunities Common
  • Lead annotator training and maintain current documentation on AI model capabilities
  • Monitor external AI developments in imagery to inform strategy
Experience
  • 7+ years of hands-on professional creative making experience with a focus on artwork
  • Familiarity with AI image/video tools (Runway, Midjourney, DALL
    · E, Stable Diffusion, Firefly, Leonardo)
  • Experience creating artwork style guides and templates Unique
  • Ability to blend artistic understanding with quantitative analysis Unique
  • Strong communication explaining creative decisions to diverse stakeholders
  • Cross-discipline collaboration with product, creative, and technical teams
  • Systems-level thinking focused on scaling workflows
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