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Automation Risk Analysis

Will “Braille Transcriber” 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%

“Braille Transcriber” 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%

“Braille Transcriber” 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.

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

  • Maintain logs of activities and completed work.

  • 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.

  • Select materials needed to complete work assignments.

  • 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

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

Alternative Job Titles