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Automation Risk Analysis

Will “Editorial Assistant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #481 of 702. Estimated risk: 84.0%

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AI Exposure Risk

59%

“Editorial Assistant” 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%

“Editorial Assistant” 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 reference books or secure aid of readers to check references with rules of grammar and composition.

  • 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.

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

  • 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.

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

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

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

  • 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

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