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Automation Risk Analysis

Will “Braille Proofreader” be Automated?

Historical Context: Oxford Study (2013)

Ranked #481 of 702. Estimated risk: 84.0%

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AI Exposure Risk

59%

“Braille Proofreader” 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 59% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

29%

“Braille Proofreader” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 29% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Proofreaders and Copy Markers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Read transcript or proof type setup to detect and mark for correction any grammatical, typographical, or compositional errors. Excludes workers whose primary duty is editing copy. Includes proofreaders of braille.

Avg. Annual Salary $52,730
Avg. Hourly Wage $25.35
Available Jobs (US) 5,160
Job Title & Hierarchy Code (SOC) Proofreaders and Copy Markers #43-9081
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Proofreaders and Copy Markers”

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Core Skills & Abilities

  • Compare information or figures on one record against same data on other records, or with original copy, to detect errors.

  • Archive documents, conduct research, and read copy, using the internet and various computer programs.

  • Consult with authors and editors regarding manuscript changes and suggestions.

  • Write original content, such as headlines, cutlines, captions, and cover copy.

  • Mark copy to indicate and correct errors in type, arrangement, grammar, punctuation, or spelling, using standard printers' marks.

  • Route proofs with marked corrections to authors, editors, typists, or typesetters for correction or reprinting.

  • Correct or record omissions, errors, or inconsistencies found.

  • Read proof sheets aloud, calling out punctuation marks and spelling unusual words and proper names.

  • Read corrected copies or proofs to ensure that all corrections have been made.

  • Typeset and measure dimensions, spacing, and positioning of page elements, such as copy and illustrations, to verify conformance to specifications, using printer's ruler or layout software.

  • Consult reference books or secure aid of readers to check references with rules of grammar and composition.

Technologies & Software

  • Otter.ai
  • Adobe InCopy
  • Claude (Anthropic)
  • Notion AI
  • Grammarly AI
  • Avid Technology Media Composer
  • Microsoft Outlook
  • Adobe InDesign
  • Microsoft Visio
  • ChatGPT (OpenAI)
  • Adobe Illustrator
  • WordPress
  • Adobe After Effects
  • Apple iWork Keynote
  • Apple Final Cut Pro
  • Adobe Captivate
  • Kimi (Moonshot AI)
  • Serenity Software Editor
  • Adobe Creative Cloud software
  • WhiteSmoke
  • Gemini (Google)
  • UiPath (RPA + AI)
  • After the Deadline
  • Microsoft Copilot
  • Microsoft Office software
  • InScribe
  • Microsoft Word
  • Microsoft Access
  • Perplexity AI
  • Microsoft PowerPoint
  • Adobe FrameMaker
  • Gemini for Workspace
  • Mistral (Mistral AI)
  • Qwen (Alibaba)
  • Nova (Amazon)
  • Adobe Dreamweaver
  • Bugzilla
  • Llama (Meta)
  • Microsoft Excel
  • AutoCrit Editing Wizard
  • Grammarly Editor
  • FileMaker Pro
  • Intelligent Editing PerfectIt
  • Grok (xAI)
  • File transfer protocol FTP client software
  • myWriterTools
  • DeepSeek
  • Elite Minds RightWriter
  • Napkin AI
  • HubSpot software
  • Adobe Photoshop
  • HP Autonomy TeamSite
  • QuarkXPress
  • Pro Writing Aid
  • Adobe Acrobat
  • Zapier AI
  • Style guide databases
  • Laser facsimile machines
  • Tablet computers
  • Printers' rulers
  • Copy machines
  • Personal computers
  • Inkjet facsimile machines
  • Videoconferencing equipment
  • Universal serial bus USB flash drives
  • Computer data input scanners
  • Laptop computers