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Automation Risk Analysis

Will “Publishing Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #481 of 702. Estimated risk: 84.0%

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AI Exposure Risk

59%

“Publishing 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%

“Publishing 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

  • 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.

  • 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.

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

  • 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.

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

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

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

  • 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

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