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Automation Risk Analysis

Will “Copy Holder” be Automated?

Historical Context: Oxford Study (2013)

Ranked #481 of 702. Estimated risk: 84.0%

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AI Exposure Risk

59%

“Copy Holder” 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%

“Copy Holder” 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

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

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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