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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

  • 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.

  • 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.

  • 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.

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

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

Technologies & Software

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