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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

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

  • 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.

  • Develop employee work schedules.

  • Monitor and log transmitter readings.

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

  • 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.

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

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

  • 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.

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

  • Make commercial dubs.

  • Play and record broadcast programs, using automation systems.

  • 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.

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

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

  • Edit broadcast material electronically, using computers.

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

  • Discuss production requirements with clients.

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

  • Design and modify equipment to employer specifications.

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

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

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

Technologies & Software

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