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Automation Risk Analysis

Will “TWX Operator (Teletype Writer Exchange 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%

“TWX Operator (Teletype Writer Exchange 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%

“TWX Operator (Teletype Writer Exchange 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

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

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

  • Store completed documents in appropriate locations.

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

  • Maintain logs of activities and completed work.

  • Select materials needed to complete work assignments.

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

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

  • 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

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

Alternative Job Titles