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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

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

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

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

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

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

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

  • 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.

  • 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.

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

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

Technologies & Software

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