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Automation Risk Analysis

Will “Digital Production Assistant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #407 of 702. Estimated risk: 74.0%

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AI Exposure Risk

54%

“Digital Production Assistant” 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%

“Digital Production Assistant” 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

  • Substitute programs in cases where signals fail.

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

  • Develop employee work schedules.

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

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

  • Monitor and log transmitter readings.

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

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

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

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

  • Make commercial dubs.

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

  • Edit broadcast material electronically, using computers.

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

  • Play and record broadcast programs, using automation systems.

  • Discuss production requirements with clients.

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

  • Give technical directions to other personnel during filming.

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

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

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

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

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

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

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

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

  • Design and modify equipment to employer specifications.

Technologies & Software

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