Technical Artist - Generative AI R&D
Team: Technical Art
Location: Los Angeles, United States
Commitment: Project
Workplace Type: hybrid
Salary:
Responsibilities
- Advanced Generative Pipelines: Design and maintain complex workflows in ComfyUI, integrating cutting-edge research to solve production challenges.
- Production Asset Delivery: Generate final, screen-ready character elements for a feature film in production, ensuring deliverables meet strict artistic standards within the standard review and approval cycle.
- Video Generation R&D: Lead the exploration and implementation of open-source video generation models. Focus on maintaining temporal consistency, high-fidelity motion, and integrating image-to-video and video-to-video workflows.
- Next-Gen Image Editing: Utilize recent advancements in instruction-based editing and accelerated inference models (turbo/distilled architectures) to allow for rapid iteration and precise, prompt-driven manipulation of existing assets.
- Precision Control: Leverage conditioning tools (e.g., ControlNet, IP-Adapter) to shape and define the output of AI-generated media, ensuring precise control over composition, pose, and style.
- Asset Training & Fine-Tuning: Manage workflows for training and implementing adapters (LoRA) and embeddings to generate consistent results that fit the specific artistic vision of the project.
- Photoshop Refinement: Prepare and refine AI-generated assets in Photoshop, utilizing traditional digital art techniques to correct artifacts and composite layers for the highest quality finish.
- Collaboration: Work closely with artists and production teams to integrate generative AI techniques into the overall pipeline, ensuring smooth workflows for photorealistic content.
Required Qualifications
- Technical Expertise: Advanced proficiency with ComfyUI and Python scripting for custom node creation is highly preferred. Ability to troubleshoot and optimize complex node graphs.
- Experience: At least 5 years of professional experience in a technical creative role (e.g., Technical Artist, Creative Technologist, or Digital Designer) demonstrating a mastery of high-fidelity, feature-film quality digital art workflows and technical problem-solving.
- Generative Video & Image Expertise: Deep understanding of current neural network architectures, including Diffusion Transformers (DiT) and Flow Matching. Experience working with open-source video models and large-scale image editing models is essential.
- Photoshop Proficiency: Advanced skills and knowledge using Photoshop to refine photorealistic imagery and prepare input assets.
- Model Management: Experience managing compatibility between various architecture types, ensuring the correct use of VAEs, text encoders, and floating-point precision standards when transitioning between different generations of open-source models.
- Portfolio: A strong portfolio that demonstrates your ability to combine technical expertise and artistic vision using generative AI techniques for both static and moving images.
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