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Automation Risk Analysis

Will “Technical Testing Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #407 of 702. Estimated risk: 74.0%

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AI Exposure Risk

54%

“Technical Testing Engineer” 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%

“Technical Testing Engineer” 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

  • Make commercial dubs.

  • Develop employee work schedules.

  • 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.

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

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

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

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

  • Play and record broadcast programs, using automation systems.

  • Discuss production requirements with clients.

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

  • Design and modify equipment to employer specifications.

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

  • Monitor and log transmitter readings.

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

  • Substitute programs in cases where signals fail.

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

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

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

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

  • Give technical directions to other personnel during filming.

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

  • Edit broadcast material electronically, using computers.

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

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

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

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

Technologies & Software

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