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Automation Risk Analysis

Will “Data Collector” 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%

“Data Collector” 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%

“Data Collector” 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.

  • Store completed documents in appropriate locations.

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

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

  • Maintain logs of activities and completed work.

  • Select materials needed to complete work assignments.

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

  • 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

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

Alternative Job Titles