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Automation Risk Analysis

Will “Program Scheduler” be Automated?

Historical Context: Oxford Study (2013)

Ranked #407 of 702. Estimated risk: 74.0%

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AI Exposure Risk

54%

“Program Scheduler” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 54% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

48%

“Program Scheduler” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 48% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Broadcast Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Set up, operate, and maintain the electronic equipment used to acquire, edit, and transmit audio and video for radio or television programs. Control and adjust incoming and outgoing broadcast signals to regulate sound volume, signal strength, and signal clarity. Operate satellite, microwave, or other transmitter equipment to broadcast radio or television programs.

Avg. Annual Salary $64,220
Avg. Hourly Wage $30.87
Available Jobs (US) 21,080
Job Title & Hierarchy Code (SOC) Broadcast Technicians #27-4012
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Broadcast Technicians”

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Core Skills & Abilities

  • Schedule programming or read television programming logs to determine which programs are to be recorded or aired.

  • Maintain programming logs as required by station management and the Federal Communications Commission.

  • Select sources from which programming will be received or through which programming will be transmitted.

  • Record sound onto tape or film for radio or television, checking its quality and making adjustments where necessary.

  • Regulate the fidelity, brightness, and contrast of video transmissions, using video console control panels.

  • Install broadcast equipment, troubleshoot equipment problems, and perform maintenance or minor repairs, using hand tools.

  • Prepare reports outlining past and future programs, including content.

  • Determine the number, type, and approximate location of microphones needed for best sound recording or transmission quality, and position them appropriately.

  • Observe monitors and converse with station personnel to determine audio and video levels and to ascertain that programs are airing.

  • Monitor and log transmitter readings.

  • Report equipment problems, ensure that repairs are made, and make emergency repairs to equipment when necessary and possible.

  • Monitor strength, clarity, and reliability of incoming and outgoing signals, and adjust equipment as necessary to maintain quality broadcasts.

  • Substitute programs in cases where signals fail.

  • Instruct trainees in use of television production equipment, filming of events, and copying and editing graphics or sound onto videotape.

  • Organize recording sessions and prepare areas, such as radio booths and television stations, for recording.

  • Set up and operate portable field transmission equipment outside the studio.

  • Set up, operate, and maintain broadcast station computers and networks.

  • Develop employee work schedules.

  • Design and modify equipment to employer specifications.

  • Preview scheduled programs to ensure that signals are functioning and programs are ready for transmission.

  • Play and record broadcast programs, using automation systems.

  • Discuss production requirements with clients.

  • Edit broadcast material electronically, using computers.

  • Control audio equipment to regulate volume and sound quality during radio and television broadcasts.

  • Make commercial dubs.

  • Give technical directions to other personnel during filming.

  • Align antennae with receiving dishes to obtain the clearest signal for transmission of broadcasts from field locations.

Technologies & Software

  • Video encoder software
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  • Microsoft Outlook
  • Microsoft Office software
  • Avid Technology audio visual editing software
  • Gemini (Google)
  • Adobe Illustrator
  • Napkin AI
  • Microsoft Excel
  • Autodesk AutoCAD
  • Dassault Systemes CATIA
  • Adobe Firefly
  • Kimi (Moonshot AI)
  • Cisco IOS
  • Adobe Audition
  • Udio
  • Grok (xAI)
  • Adobe Photoshop
  • Gemini for Workspace
  • Qwen (Alibaba)
  • Mistral (Mistral AI)
  • Character generator software
  • Suno AI
  • Llama (Meta)
  • Microsoft PowerPoint
  • Perplexity AI
  • ChatGPT (OpenAI)
  • Adobe Premiere Pro
  • Nova (Amazon)
  • Adobe After Effects
  • Microsoft Windows
  • UNIX
  • Apple Final Cut Pro
  • Adobe InDesign
  • Runway ML
  • CapCut AI
  • Video decoder software
  • DALL-E 3 (OpenAI)
  • LoveArt AI
  • Word processing software
  • ElevenLabs
  • Email software
  • Midjourney
  • Microsoft Word
  • Recraft
  • Linux
  • Sora (OpenAI)
  • DeepSeek
  • Videotape machines
  • Digital audio recorders
  • Sound effect generators
  • Disk storage systems
  • Satellite receivers
  • Audio patch bays
  • Video consoles
  • Vision mixers
  • Integrated receiver decoders IRD
  • Modulators
  • Satellite vans
  • Signal transmitters
  • Vector scopes
  • Video teleconferencing systems
  • Personal computers
  • Studio lighting
  • Desktop computers
  • Video editing equipment
  • Digital video cameras
  • Spectrum analyzers
  • Robotic studio cameras
  • Non-linear editing systems
  • Master control switchers
  • Wired microphones
  • Audio mixer consoles
  • Digital video disk DVD recorders
  • Laptop computers
  • Network routers
  • Frame synchronizers
  • Waveform monitors
  • Video servers
  • Video patch bays