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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

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

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

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

  • Store completed documents in appropriate locations.

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

  • Select materials needed to complete work assignments.

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

  • Maintain logs of activities and completed work.

  • 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

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

Alternative Job Titles