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Automation Risk Analysis

Will “Typesetter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #481 of 702. Estimated risk: 84.0%

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AI Exposure Risk

59%

“Typesetter” 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%

“Typesetter” 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 with authors and editors regarding manuscript changes and suggestions.

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

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

  • 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.

  • 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.

  • 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.

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

Technologies & Software

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