{ "source": "Cooked Index — occupational AI risk register", "page": "https://cookedindex.com/jobs/broadcast-technicians/", "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": "Broadcast Technicians", "soc_code": "27-4012", "category": "Media", "us_employment": 21110, "median_annual_wage": 59570 }, "verdict": "EXPOSED", "risk_resistance": 35, "contested": false, "near_boundary": false, "dimensions": { "task_resistance": 8, "embodiment": 13, "liability_shield": 3, "trust_premium": 4, "judgment_accountability": 7 }, "reasoning": { "task_resistance": "Automated playout, file-based ingest, template-driven graphics and remote loudness/PPM monitoring already cover most of a master-control shift, and centralcasting means one hub operator handles the log for dozens of stations — the 8 reflects that only the unscripted half (chasing an intermittent SDI fault, rebuilding a signal chain mid-newscast, tuning a transmitter after a lightning hit) still needs a person in the building.", "embodiment": "A 13 is earned by the tower and remote-truck side: climbing or at least working at the base of transmitter and STL sites, pulling and terminating SDI/fiber/XLR, swapping PA modules and blown power supplies in a hot rack room, and rigging cameras and IP encoders at a stadium in the rain — not a 17, because a growing share of hours are still spent seated at a monitoring wall in a climate-controlled MCR.", "liability_shield": "The FCC dropped the operator-licence requirement decades ago; SBE certification (CBT, CBRE) is a hiring preference and a pay bump, not a legal gate, and when a station blows its power limit or misses EAS the fine lands on the licensee, not on the technician who was on shift.", "trust_premium": "Viewers never know your name and the station's advertisers do not choose it because of who runs playout; the 4 is for the internal relationships that actually keep you employed — the news director who calls you personally when the truck won't lock, and the contract engineer's standing with small-market GMs.", "judgment_accountability": "Most of the shift follows the log, the maintenance schedule, and EAS procedure, but the 7 covers the live calls nobody documents: deciding to cut to backup transmitter versus riding out a VSWR alarm, choosing which path to drop when bandwidth collapses on a remote, and triaging a failure on air with the clock running — high-stakes in seconds, but bounded by engineering fact rather than open ambiguity." }, "rationale": "The screen-side half of this job — playout scheduling, ingest, log verification, loudness and signal monitoring, switching pre-recorded segments — has been getting automated for two decades by playout systems and centralcasting hubs that run dozens of stations from one room, and AI monitoring closes the remaining gap. What persists is hands-on: climbing to transmitter and STL sites, swapping failed amplifiers and cards, rigging cameras, audio, and IP encoders for live remotes, and fixing a live signal chain in the 90 seconds you have. Employment is already shrinking through consolidation rather than through robots, and the surviving jobs are the RF/IT engineering tier, not the master-control chair.", "outlook": "Headcount keeps falling as centralcasting consolidates master control, but the field engineers who maintain transmitters and build IP plants will be scarce enough to command better pay than today's median.", "what_would_raise_it": { "levers": [ { "dimension": "task_resistance", "change": "Task-mix shift is the real lever and it is already underway: as master-control playout, log verification and loudness monitoring are fully hubbed out, the surviving headcount is the RF/IP engineering tier — transmitter maintenance, STL and ATSC 3.0 gateway configuration, SMPTE 2110 network troubleshooting, live remote encoder setup — none of which current models can do end-to-end. If the routine chair disappears entirely and the remaining title is functionally 'broadcast engineer', measured resistance rises even as total employment falls.", "plausibility": "already happening", "would_add": 5 }, { "dimension": "embodiment", "change": "ATSC 3.0 buildouts, C-band spectrum repack follow-on work, and datacasting add tower-climb, antenna and transmitter-site work in unpredictable outdoor conditions; combined with FCC-mandated EAS equipment checks and post-storm site restoration, the physical share of the day grows as the desk share vanishes.", "plausibility": "plausible", "would_add": 3 }, { "dimension": "liability_shield", "change": "Two concrete hooks exist: FCC EAS rules (47 CFR Part 11) requiring station personnel to verify alert transmission and file ETRS Form One/Two, and OSHA/FCC tower-climbing rules plus NATE safety standards that effectively require a qualified named human on RF-hazard and climb work. A rule change requiring a named, certified station engineer of record — analogous to the old first-class radiotelephone operator license the FCC eliminated in 1981, or SBE certification being written into station licenses or insurer requirements for tower work — would be the identifiable event.", "plausibility": "unlikely", "would_add": 4 }, { "dimension": "judgment_accountability", "change": "If centralcasting hubs push one engineer's on-call radius to cover dozens of stations, the person deciding whether to take a transmitter off air, run reduced power, or ride out a fault during a hurricane or wildfire alert owns a call with real regulatory and public-safety consequences under time pressure — accountability concentrates as headcount thins.", "plausibility": "already happening", "would_add": 3 } ], "ceiling_note": "No plausible route to a trust premium: audiences and advertisers never see or pay for this role, and the buyer is a consolidating station group whose explicit strategy is fewer engineers per signal. Even with every lever, employment keeps shrinking — resistance here describes the survivors, not the size of the field." }, "adjudication": { "method": "two independent runs agreed on the verdict", "outcome": "corroborated", "run_totals": [ 35, 37 ], "run_verdicts": [ "EXPOSED", "EXPOSED" ] }, "employment_history": { "points": [ { "y": 2017, "emp": 30390, "wage": 39060 }, { "y": 2018, "emp": 31580, "wage": 40080 }, { "y": 2019, "emp": 28650, "wage": 40570 }, { "y": 2020, "emp": 25960, "wage": 43570 }, { "y": 2021, "emp": 25270, "wage": 44740 }, { "y": 2022, "emp": 33020, "wage": 60700 }, { "y": 2023, "emp": 26190, "wage": 57690 }, { "y": 2024, "emp": 21080, "wage": 53920 }, { "y": 2025, "emp": 21110, "wage": 59570 } ], "from": 2017, "to": 2025, "change_pct": -30.5, "comparable_from": 2019, "spans_soc_revision": true }, "pivots": [ { "slug": "electro-mechanical-and-mechatronics-technologists-and-technicians", "title": "Electro-Mechanical and Mechatronics Technologists and Technicians", "verdict": "EXPOSED", "risk_resistance": 55, "median_wage": 73900, "overlap": 82, "skills_to_close": [ "Repairing", "Installation", "Troubleshooting", "Science" ] }, { "slug": "security-and-fire-alarm-systems-installers", "title": "Security and Fire Alarm Systems Installers", "verdict": "SAFE", "risk_resistance": 68, "median_wage": 60070, "overlap": 70, "skills_to_close": [ "Installation", "Service Orientation" ] }, { "slug": "audio-and-video-technicians", "title": "Audio and Video Technicians", "verdict": "EXPOSED", "risk_resistance": 48, "median_wage": 58100, "overlap": 69, "skills_to_close": [ "Service Orientation", "Installation" ] } ], "license": "https://cookedindex.com/terms" }