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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

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

  • Develop employee work schedules.

  • Make commercial dubs.

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

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

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

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

  • Give technical directions to other personnel during filming.

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

  • Design and modify equipment to employer specifications.

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

  • Monitor and log transmitter readings.

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

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

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

  • Play and record broadcast programs, using automation systems.

  • Discuss production requirements with clients.

  • 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.

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

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

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

  • Edit broadcast material electronically, using computers.

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

  • Substitute programs in cases where signals fail.

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

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

Technologies & Software

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