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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

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

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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