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Automation Risk Analysis

Will “Data Coder 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%

“Data Coder 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%

“Data Coder 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.

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

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

  • Store completed documents in appropriate locations.

  • Maintain logs of activities and completed work.

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

  • Select materials needed to complete work assignments.

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

  • 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

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

Alternative Job Titles