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Automation Risk Analysis

Will “Field 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%

“Field 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%

“Field 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

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

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

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

  • 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.

  • Select materials needed to complete work assignments.

  • Store completed documents in appropriate locations.

  • 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

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

Alternative Job Titles