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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

  • 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.

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

  • Tear down equipment after event completion.

  • 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.

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

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

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

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

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

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

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

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

Technologies & Software

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