AI Producer / Pipeline Producer
- Location
- Los Angeles, California
- Pay
- $120K to $140K a year
- Employment
- Full-time
- Level
- Mid level
Employer posted Oct 16 · Added to VDJ Nov 9 · Last checked todayPosting still live
Media company. Subject doesn't make vertical drama. We list the role because the skills carry straight over to vertical work.
About the role
Subject produces thousands of educational videos each year. Thousands. This role will be crucial in supporting that goal while keeping quality at the forefront of everything. We need locked characters, consistent worlds, no hallucinations and voiceovers that pronounce words correctly, and we need to do it at scale, automated.
Skills and tools
What you'll do
- Build, maintain, and improve video generation pipelines in ComfyUI, including custom nodes and Python tooling
- Produce AI video content end to end: prompt systems, character consistency, style bibles, negative prompt strategy, and QC
- Manage high-volume generation workflows where the unit of work is hundreds of videos, not one
- Bring production discipline to AI output: shot logic, continuity, pacing, and coverage that a director would recognize
- Create and integrate motion graphics that elevate generated footage into finished lessons
- Debug the weird stuff: duration drift, model quirks, API failures, render bottlenecks
- Evaluate new models and tools as they drop, and decide fast whether they earn a place in the pipeline
- Work alongside our physical production team so AI and live-action content share one visual standard
What they're looking for
- 3 to 5 years of professional experience across production, post-production, or technical creative work
- Present 5 Days a week in our studio 8am-6pm
- Expert-level ComfyUI skills: custom workflows, custom nodes, and real fluency with the underlying models and samplers
- Working knowledge of Python, enough to script, automate, and extend pipelines
- Genuine physical production experience. You've been on sets, you understand how shoots actually work, and it shows in your generated output
- Motion graphics experience (After Effects or comparable)
- Hands-on experience with current AI video tools: Seedance, Luma, Higgsfield, Runway, Kling, HeyGen, or similar
- Startup or fast-moving studio background. Ambiguity and shifting priorities don't rattle you
Nice to have
- Experience with lip sync and avatar pipelines (OmniHuman, HeyGen, Arcads, or similar)
- Ffmpeg fluency and comfort with command-line media workflows
- Voice generation experience (ElevenLabs or similar)
- LoRA training or model fine-tuning experience
- Educational or narrative content background
About Subject
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