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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

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

  • Tear down equipment after event completion.

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

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

  • Keep logs of recordings.

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

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

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

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

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

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

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

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

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

Technologies & Software

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