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Automation Risk Analysis

Will “Terminal System 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%

“Terminal System 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%

“Terminal System 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

  • Select materials needed to complete work assignments.

  • Store completed documents in appropriate locations.

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

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

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

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

  • Maintain logs of activities and completed work.

  • 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

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

Alternative Job Titles