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Automation Risk Analysis

Will “Data Examination Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #481 of 702. Estimated risk: 84.0%

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AI Exposure Risk

59%

“Data Examination Clerk” 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%

“Data Examination Clerk” 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

  • 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.

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

  • Consult reference books or secure aid of readers to check references with rules of grammar and composition.

  • 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.

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

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

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

  • 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

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