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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

  • Edit broadcast material electronically, using computers.

  • Discuss production requirements with clients.

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

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

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

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

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

  • Substitute programs in cases where signals fail.

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

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

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

  • Give technical directions to other personnel during filming.

  • Design and modify equipment to employer specifications.

  • Monitor and log transmitter readings.

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

  • Develop employee work schedules.

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

  • Make commercial dubs.

  • Play and record broadcast programs, using automation systems.

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

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

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

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

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

  • 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.

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

Technologies & Software

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