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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

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

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

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

  • Give technical directions to other personnel during filming.

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

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

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

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

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

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

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

  • Play and record broadcast programs, using automation systems.

  • 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.

  • Discuss production requirements with clients.

  • Make commercial dubs.

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

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

  • Design and modify equipment to employer specifications.

  • Develop employee work schedules.

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

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

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

  • Edit broadcast material electronically, using computers.

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

  • Monitor and log transmitter readings.

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

Technologies & Software

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