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Automation Risk Analysis

Will “Production Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #407 of 702. Estimated risk: 74.0%

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AI Exposure Risk

54%

“Production 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%

“Production 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

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

  • 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.

  • Monitor and log transmitter readings.

  • Give technical directions to other personnel during filming.

  • Develop employee work schedules.

  • Discuss production requirements with clients.

  • Design and modify equipment to employer specifications.

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

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

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

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

  • Make commercial dubs.

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

  • Play and record broadcast programs, using automation systems.

  • 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.

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

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

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

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

  • 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.

  • Substitute programs in cases where signals fail.

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

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

  • Edit broadcast material electronically, using computers.

Technologies & Software

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