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Automation Risk Analysis

Will “Video 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%

“Video 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%

“Video 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

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

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

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

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

  • Make commercial dubs.

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

  • Design and modify equipment to employer specifications.

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

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

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

  • Discuss production requirements with clients.

  • Edit broadcast material electronically, using computers.

  • Play and record broadcast programs, using automation systems.

  • Substitute programs in cases where signals fail.

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

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

  • Develop employee work schedules.

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

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

  • Give technical directions to other personnel during filming.

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

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

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

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

  • 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.

  • Monitor and log transmitter readings.

Technologies & Software

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