There is a second job market forming next to the one that is shrinking. Writers, directors, and producers who cannot find enough shoot days are being paid by the hour to teach AI systems how to schedule a set, build a pitch deck, and shape a screenplay. That sounds abstract until you sit with the people doing it.
The Guardian spent time with creatives who train models for agencies that sell that labor into the biggest labs. Pay runs from about $12 to $200 an hour. The tasks look familiar if you have ever worked a production: reconcile a budget, adjust a schedule, write the deck you would normally take into a room.
What the numbers say about the room
FilmLA Research puts shoot days in Los Angeles down 48 percent between 2021 and 2025. Across the United States, Bureau of Labor Statistics figures cited in the same piece show motion picture and sound recording employment falling from 450,000 jobs in July 2022 to 326,000 in May 2026. That is a 28 percent drop in four years, and it is the backdrop for why people with strong credits are taking training gigs.
Ruth Fowler, who created Rules of the Game and co-wrote Little Disasters, put it without varnish. She started the work because she was broke, and she described it as teaching the system how to take the job. An anonymous documentary director said he felt handed a shovel and asked to dig the grave of his profession. Micro1 was advertising for producers with five or more years of credited experience to design evaluation tasks around budgets, schedules, and crew coordination, at up to $85 an hour.
I would keep those quotes next to the employment chart. The gigs are real money. They are also a rehearsal for automating the craft that used to pay the mortgage.
The other side of the same week
While freelancers train models, a major streamer keeps hiring artists into a GenAI-native animation unit. Netflix’s INKubator, first reported in May by The Verge and Cartoon Brew, is still staffing into late August across Los Angeles, Vancouver, and Los Gatos. The job language talks about experimental GenAI-native pipelines for shorts and specials, with ambition toward feature-quality work. Leadership includes Serrena Iyer, who previously worked in strategy roles at DreamWorks, MRC, and A24.
Netflix’s public boundary matters. The company told Cartoon Brew that INKubator is an artist-led animation incubator for extended stories based on its own IPs, and that traditional Netflix Animation Studios will keep traditional techniques. That is the official fence. The hiring campaign still reads like a studio being built, not a weekend experiment.
If you teach or hire, put those two pictures on one slide: people outside the lot training models on production tasks, and a streamer hiring artists into a GenAI pipeline with a named leader and three cities on the posting.
A useful pushback
Not everyone in the Guardian piece sounds finished. USC instructor and screenwriter Jody Wheeler argued that the machines are not about to write Oscar scripts, and that the same shovel can unearth work people could not do alone. A veteran television writer said AI can grind out a procedural episode and still miss the nuance that makes Severance or Succession feel alive. Those are not marketing lines. They are practitioners drawing a line between competent paste and human judgment.
I find that distinction useful. Capability is rising. Taste, authorship, and the courage to stop a bad take still sit with people. The question is whether enough of those people can still afford to stay in the room while they wait for the next shoot.
Two weeks on the calendar
IBC 2026 runs in Amsterdam from September 11 to 14. The conference opens with Particle 6 founder Eline van der Velden and AI actor Tilly Norwood on originality and authorship. Netflix’s Anna Mallett is on a session that includes AI-assisted workflows. Frame Rate’s footagen.ai waitlist opens September 10, with a stand at FT1407 the week of the show. Those dates are useful if you will be in the hall. They are not a substitute for reading the labor story first.
Time to dig deeper
Start with the Guardian feature on creatives training AI. Then read Netflix’s INKubator coverage on Cartoon Brew and The Verge, and skim the IBC conference programme. If you run a class or a team, ask one practical question: which parts of your next project would you willingly hand to a model you helped train, and which parts would you refuse to outsource even for a good hourly rate? That answer will age better than any single tool name on a booth.