zigme - make dreams work
Website:
zigme.in
Job details:
About the Role
We are looking for a ComfyUI Developer who can build, customize, and optimize AI-driven visual workflows, while acting as a technical bridge between our AI/R&D team and our Production Pipeline team. This role sits at the intersection of AI experimentation and production-ready pipeline integration you'll take AI capabilities and turn them into reliable, scalable tools that artists and pipeline TDs can actually use day-to-day.
Key Responsibilities- Design, build, and maintain ComfyUI workflows for image/video generation tasks tailored to production needs.
- Develop and integrate custom ComfyUI nodes using Python to extend functionality beyond out-of-the-box capabilities.
- Act as the bridge between the AI team and Pipeline team translating AI/ML capabilities into practical, production-ready tools and workflows.
- Collaborate with the AI team to understand model capabilities (Stable Diffusion, ControlNet, LoRA, etc.) and translate them into usable ComfyUI pipelines.
- Work with the Pipeline team to ensure workflows integrate smoothly with existing production tools, asset management, and file structures.
- Troubleshoot and debug workflow issues, node errors, and performance bottlenecks in ComfyUI setups.
- Optimize workflows for speed, stability, and repeatability across multiple shots/projects.
- Document workflows, custom nodes, and processes clearly so they can be used and maintained by others.
- Stay current with the fast-evolving ComfyUI/AI ecosystem and proactively suggest improvements or new tools/techniques.
Required Skills & Experience- Minimum 1 year of hands-on experience with ComfyUI building and customizing workflows in a real production or project setting.
- Strong proficiency in Python, including experience writing custom nodes/scripts.
- Solid understanding of AI image/video generation concepts (diffusion models, conditioning, sampling, etc.).
- Ability to debug and resolve technical issues independently.
- Strong communication skills and comfortable working across both AI/technical teams and production/pipeline teams.
- Ability to document workflows and processes clearly for non-AI-specialist team members.
Good to Have (Not Mandatory)- Familiarity with production pipeline concepts (asset management, file structures, version control).
- Experience working in a VFX, animation, or content production environment.
- Exposure to related AI tools/frameworks beyond ComfyUI.
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