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Automation Risk Analysis

Will “Mastering Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #187 of 702. Estimated risk: 13.0%

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AI Exposure Risk

51%

“Mastering Engineer” 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%

“Mastering Engineer” 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

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

  • 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.

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

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

  • Keep logs of recordings.

  • 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.

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

  • 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.

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

Technologies & Software

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