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Automation Risk Analysis

Will “Play Back Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #187 of 702. Estimated risk: 13.0%

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AI Exposure Risk

51%

“Play Back Operator” 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 51% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

45%

“Play Back Operator” 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 45% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Sound Engineering Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Assemble and operate equipment to record, synchronize, mix, edit, or reproduce sound, including music, voices, or sound effects, for theater, video, film, television, podcasts, sporting events, and other productions.

Avg. Annual Salary $79,280
Avg. Hourly Wage $38.12
Available Jobs (US) 13,050
Job Title & Hierarchy Code (SOC) Sound Engineering Technicians #27-4014
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Sound Engineering Technicians”

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Core Skills & Abilities

  • Set up, test, and adjust recording equipment for recording sessions and live performances.

  • Synchronize and equalize prerecorded dialogue, music, and sound effects with visual action of motion pictures or television productions, using control consoles.

  • Create musical instrument digital interface programs for music projects, commercials, or film postproduction.

  • Confer with producers, performers, and others to determine and achieve the desired sound for a production, such as a musical recording or a film.

  • Keep logs of recordings.

  • Separate instruments, vocals, and other sounds, and combine sounds during the mixing or postproduction stage.

  • Convert video and audio recordings into digital formats for editing or archiving.

  • Reproduce and duplicate sound recordings from original recording media, using sound editing and duplication equipment.

  • Record speech, music, and other sounds on recording media, using recording equipment.

  • Report equipment problems and ensure that required repairs are made.

  • Tear down equipment after event completion.

  • Regulate volume level and sound quality during recording sessions, using control consoles.

  • Prepare for recording sessions by performing such activities as selecting and setting up microphones.

  • Mix and edit voices, music, and taped sound effects for live performances and for prerecorded events, using sound mixing boards.

Technologies & Software

  • Microsoft Word
  • Claude (Anthropic)
  • Apple macOS
  • Real time operating system RTOS software
  • Microsoft Visio
  • Perforce software
  • Adobe Audition
  • Linux
  • Avid Technology audio visual editing software
  • Llama (Meta)
  • Adobe Creative Cloud software
  • DALL-E 3 (OpenAI)
  • Adobe Photoshop
  • LoveArt AI
  • Gemini (Google)
  • Avid Technology Pro Tools
  • UNIX
  • VMware
  • Sora (OpenAI)
  • Microsoft PowerPoint
  • Musical instrument digital interface MIDI software
  • Facebook
  • Autodesk AutoCAD
  • IBM Middleware
  • Grok (xAI)
  • Unity Technologies Unity
  • Computer aided design CAD software
  • Kimi (Moonshot AI)
  • Udio
  • Nova (Amazon)
  • Adobe Firefly
  • Voice over internet protocol VoIP system software
  • Qwen (Alibaba)
  • Git
  • Perplexity AI
  • Audio editing software
  • Runway ML
  • Avid Pro Tools
  • Adobe Premiere Pro
  • Microsoft Excel
  • DeepSeek
  • Suno AI
  • ElevenLabs
  • Apple Final Cut Pro
  • Adobe Acrobat
  • Midjourney
  • ChatGPT (OpenAI)
  • Oracle Java
  • Mistral (Mistral AI)
  • Microsoft Windows
  • Gemini for Workspace
  • Adobe InDesign
  • Cisco IOS
  • Napkin AI
  • CapCut AI
  • Microsoft Office software
  • Recraft
  • Personal computers
  • Parametric equalizers
  • Microphone pre-amps
  • Reverb devices
  • Dynamics processors
  • Wireless microphones
  • Electret microphones
  • Condenser microphones
  • Audio compressors
  • Audio filters
  • Wireless receivers
  • Pressure zone microphones
  • Multitrack tape recording machines
  • Digital delay pedals
  • Laptop computers
  • Peak equalizers
  • Wireless transmitters
  • 1/3 octave equalizers
  • Shelving equalizers
  • Cable testers
  • Soldering irons
  • Digital oscilloscopes
  • Digital audio recorders
  • Desktop computers
  • Musical instrument digital interface MIDI sequencers
  • Volt-ohm meters VOM
  • Ribbon microphones
  • Dynamic microphones
  • Studio intercom systems
  • Channel equalizers
  • Noise reduction systems
  • Audio mixer consoles
  • Amplifiers
  • Polarity checkers
  • Digital samplers