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Automation Risk Analysis

Will “Document Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #481 of 702. Estimated risk: 84.0%

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AI Exposure Risk

59%

“Document Specialist” 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%

“Document Specialist” 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

  • 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.

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

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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