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Automation Risk Analysis

Will “News Copy Editor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #481 of 702. Estimated risk: 84.0%

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AI Exposure Risk

59%

“News Copy Editor” 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%

“News Copy Editor” 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

  • 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.

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

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

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

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

  • 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.

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

  • 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.

Technologies & Software

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