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Automation Risk Analysis

Will “Mixing Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #187 of 702. Estimated risk: 13.0%

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AI Exposure Risk

51%

“Mixing 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%

“Mixing 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.

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

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

  • Keep logs of recordings.

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

  • Tear down equipment after event completion.

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

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

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

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

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

  • 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.

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

Technologies & Software

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