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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

  • 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.

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

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

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

  • 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.

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

  • 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.

  • Tear down equipment after event completion.

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

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

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

Technologies & Software

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