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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

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

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

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

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

  • 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.

  • 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.

  • Keep logs of recordings.

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

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

  • Tear down equipment after event completion.

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

Technologies & Software

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