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Automation Risk Analysis

Will “Computer Typesetter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #691 of 702. Estimated risk: 99.0%

Directly assessed by researchers as likely automatable
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AI Exposure Risk

65%

“Computer 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 65% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

41%

“Computer Typesetter” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 41% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Data Entry Keyers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Operate data entry device, such as keyboard or photo composing perforator. Duties may include verifying data and preparing materials for printing.

Avg. Annual Salary $42,070
Avg. Hourly Wage $20.22
Available Jobs (US) 135,280
Job Title & Hierarchy Code (SOC) Data Entry Keyers #43-9021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Data Entry Keyers”

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Core Skills & Abilities

  • Maintain logs of activities and completed work.

  • Store completed documents in appropriate locations.

  • Load machines with required input or output media, such as paper, cards, disks, tape, or Braille media.

  • Resolve garbled or indecipherable messages, using cryptographic procedures and equipment.

  • Compare data with source documents, or re-enter data in verification format to detect errors.

  • Select materials needed to complete work assignments.

  • Locate and correct data entry errors, or report them to supervisors.

  • Compile, sort, and verify the accuracy of data before it is entered.

  • Read source documents such as canceled checks, sales reports, or bills, and enter data in specific data fields or onto tapes or disks for subsequent entry, using keyboards or scanners.

Technologies & Software

  • Microsoft Dynamics GP
  • UiPath (RPA + AI)
  • Mistral (Mistral AI)
  • IBM Informix
  • Perceptive Software Intelligent Capture
  • Microsoft Office software
  • Notion AI
  • Google Drive
  • DeepSeek
  • Microsoft PowerPoint
  • Microsoft Word
  • Gemini for Workspace
  • FileMaker Pro
  • Kimi (Moonshot AI)
  • Grammarly AI
  • Perplexity AI
  • Zapier AI
  • Intuit QuickBooks
  • ChatGPT (OpenAI)
  • Database software
  • Qwen (Alibaba)
  • Sage 50 Accounting
  • Medical procedure coding software
  • Microsoft Dynamics
  • Gemini (Google)
  • Salesforce.com Salesforce CRM
  • Electronic medical record EMR software
  • Grok (xAI)
  • SAP software
  • Llama (Meta)
  • Nova (Amazon)
  • Microsoft Outlook
  • Microsoft Copilot
  • Microsoft Access
  • Microsoft Excel
  • Otter.ai
  • Medical condition coding software
  • FaceTime
  • Data entry software
  • Google Docs
  • Napkin AI
  • Healthcare common procedure coding system HCPCS
  • Blackbaud The Raiser's Edge
  • Claude (Anthropic)
  • Jenzabar ERP
  • Computer inkjet printers
  • Computer data input scanners
  • Multiline telephone systems
  • Laser facsimile machines
  • Computer keyboards
  • Photo composing perforators
  • Personal computers

Alternative Job Titles