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Automation Risk Analysis

Will “Copy Preparer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #481 of 702. Estimated risk: 84.0%

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AI Exposure Risk

59%

“Copy Preparer” 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 Preparer” 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.

  • 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.

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

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

  • 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.

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

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

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

  • 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.

Technologies & Software

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