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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

  • 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.

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

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

  • 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.

  • 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.

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

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

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

Technologies & Software

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