{ "source": "Cooked Index — occupational AI risk register", "page": "https://cookedindex.com/jobs/producers-and-directors/", "methodology": "https://cookedindex.com/methodology", "notice": "Verdicts are re-examined as evidence accumulates. Re-fetch before relying on this; the page above always carries the current score.", "scored_at": "2026-08-11", "model": "claude-opus-5", "occupation": { "title": "Producers and Directors", "soc_code": "27-2012", "category": "Media", "us_employment": 143120, "median_annual_wage": 90360 }, "verdict": "EXPOSED", "risk_resistance": 55, "contested": false, "near_boundary": false, "dimensions": { "task_resistance": 12, "embodiment": 12, "liability_shield": 2, "trust_premium": 13, "judgment_accountability": 16 }, "reasoning": { "task_resistance": "Rundown assembly, breakdown sheets, shot lists, budget top-sheets and first-pass script coverage are now drafted competently by tools, but blocking a scene with actors in the room, calling a reshoot at 4pm when the light is going, and running a tone conversation with a showrunner or client don't survive being turned into a prompt — roughly half the week is displaceable, which is why this sits at 12 rather than 16.", "embodiment": "You are on set, on location, in the control room or in the edit bay with a human editor — standing in weather, riding a van to a second unit, watching a stunt rehearse — but you are not operating the crane or hanging the lights, and a large share of producing is calls, spreadsheets and cuts from a desk, so 12 not 17.", "liability_shield": "There is no directing license, no state board, no continuing education requirement; a DGA card is a contract term, not a legal credential, and when a production goes over or someone gets hurt the exposure lands on the production company, the completion bond, and the UPM/safety officer paperwork — not on your personal certification.", "trust_premium": "Financiers greenlight because of who you are and what you last delivered, actors take scale to work with a specific director, and repeat corporate and network clients hire the producer they trust to not blow the date — but a huge share of the 143,120 are staff producers at stations and in-house video shops where the slot outlives the person, so 13 rather than 18.", "judgment_accountability": "You decide which take is the performance, whether to cut a scene that costs a day, whether the story is fair to a subject who didn't consent to the framing, and whether to keep rolling when conditions get marginal — decisions made once, on the clock, with no procedure to fall back on and your name in the credit block when it goes wrong." }, "rationale": "The title bundles a film/TV director calling shots on a live set with a local news producer building rundowns and a corporate video producer cutting scripts — the modal worker is closer to the latter two, and their desk work (script coverage, shot lists, schedule and budget drafts, rundown assembly, promo copy, rough assembly notes) is exactly what generative tools now do at usable quality. What survives is being physically present with cast and crew, making irreversible calls when weather, talent, or budget collapses, and being the person financiers and networks hold responsible for the finished thing. No license protects the role, so the moat is judgment, relationships, and the fact that people still want a human deciding what the work means.", "outlook": "By 2035 the routine producing tier — rundowns, schedules, corporate and explainer video — is largely tool-assisted and thinner, while directors who can command a set, raise money, and put their name on the result stay in demand at higher stakes.", "what_would_raise_it": { "levers": [ { "dimension": "trust_premium", "change": "Guild-backed human-authorship credentialing that buyers contract for: the 2023 WGA MBA and 2023 SAG-AFTRA agreements already restrict AI-generated material, and the DGA agreement affirms that directing is a human role. If distributors/festivals adopt a 'human-directed' certification (analogous to the Academy's evolving AI-disclosure rules, or a DGA credit rule barring AI from receiving directing credit) that streamers require in delivery specs, buyers are literally paying for a named human decider.", "plausibility": "already happening", "would_add": 4 }, { "dimension": "trust_premium", "change": "Brand-safety and advertiser demands for human-authored provenance: if major ad buyers or broadcast networks require C2PA/Content Credentials attestation naming a human producer accountable for the content chain (as some newsroom and ad-industry pilots do), the human producer becomes a contractual line item rather than a preference.", "plausibility": "plausible", "would_add": 2 }, { "dimension": "judgment_accountability", "change": "Errors-and-omissions insurers and completion bond underwriters explicitly conditioning coverage on a named human producer certifying rights clearance, likeness consent, and AI-content disclosure — several E&O carriers already added AI/generative-content exclusions in 2024-25. That converts diffuse responsibility into a signed personal attestation.", "plausibility": "already happening", "would_add": 2 }, { "dimension": "liability_shield", "change": "No license exists and none is proposed. The only near-liability route is statutory: state digital-replica laws (California AB 1836/2602, Tennessee ELVIS Act) and any federal NO FAKES Act create personal exposure for whoever authorizes a synthetic performer, and OSHA/set-safety statutes already put a named safety-responsible producer on record. If a bill named the producer of record as the liable party for synthetic-likeness use, a shield would begin to exist — but this is a duty, not a licensure monopoly, so the ceiling is low.", "plausibility": "plausible", "would_add": 3 }, { "dimension": "task_resistance", "change": "Task-mix shift within a genuinely two-tier job: if coverage, rundown assembly, promo copy, budget drafts and rough-assembly notes are absorbed by tooling, the residual role is casting, performance direction, crisis calls on location, and negotiating with financiers — work that does not decompose into promptable subtasks. This raises the score only for the film/TV and live-event tier; the local-news and corporate-video tier has thin judgment residue and may see this fall instead.", "plausibility": "already happening", "would_add": 3 }, { "dimension": "embodiment", "change": "Union and insurer rules that require a physically present decision-maker: IATSE/Teamsters safety protocols and post-Rust state bills (e.g., California SB 735 on live firearms) mandate an on-set person with stop-work authority. If more jurisdictions attach that authority specifically to the director or line producer, presence becomes contractual rather than customary.", "plausibility": "plausible", "would_add": 2 } ], "ceiling_note": "Realistic ceiling is around 70. There is no path to licensure, so liability_shield stays structurally weak, and the SOC bundle drags: local-news and corporate-video producers make up most of the 143k and have almost no route to any of these levers. Guild protections attach to signatory productions only, so gains concentrate in scripted film/TV and live sports/events while the non-union majority of the code stays exposed." }, "adjudication": null, "employment_history": { "points": [ { "y": 2017, "emp": 117520, "wage": 71620 }, { "y": 2018, "emp": 118630, "wage": 71680 }, { "y": 2019, "emp": 129210, "wage": 74420 }, { "y": 2020, "emp": 119490, "wage": 76400 }, { "y": 2021, "emp": 138250, "wage": 79000 }, { "y": 2022, "emp": 153770, "wage": 85320 }, { "y": 2023, "emp": 154470, "wage": 82510 }, { "y": 2024, "emp": 145270, "wage": 83480 }, { "y": 2025, "emp": 143120, "wage": 90360 } ], "from": 2017, "to": 2025, "change_pct": 21.8, "comparable_from": 2019, "spans_soc_revision": true }, "pivots": [], "license": "https://cookedindex.com/terms" }