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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

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

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

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

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

  • 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.

  • 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.

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

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

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

Technologies & Software

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