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Automation Risk Analysis

Will “Keypunch Operator” 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%

“Keypunch Operator” 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%

“Keypunch Operator” 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

  • 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.

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

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

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

  • Select materials needed to complete work assignments.

  • Maintain logs of activities and completed work.

  • Store completed documents in appropriate locations.

  • 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

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

Alternative Job Titles