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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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Tear down equipment after event completion.

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

Technologies & Software

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