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Automation Risk Analysis

Will “Prorate Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #366 of 702. Estimated risk: 66.0%

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AI Exposure Risk

58%

“Prorate Clerk” 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 58% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

26%

“Prorate Clerk” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 26% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Statistical Assistants, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Compile and compute data according to statistical formulas for use in statistical studies. May perform actuarial computations and compile charts and graphs for use by actuaries. Includes actuarial clerks.

Avg. Annual Salary $55,470
Avg. Hourly Wage $26.67
Available Jobs (US) 5,900
Job Title & Hierarchy Code (SOC) Statistical Assistants #43-9111
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Statistical Assistants”

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Core Skills & Abilities

  • Compile reports, charts, or graphs that describe and interpret findings of analyses.

  • Discuss data presentation requirements with clients.

  • Send out surveys.

  • File data and related information, and maintain and update databases.

  • Code data prior to computer entry, using lists of codes.

  • Compile statistics from source materials, such as production or sales records, quality-control or test records, time sheets, or survey sheets.

  • Select statistical tests for analyzing data.

  • Enter data into computers for use in analyses or reports.

  • Participate in the publication of data or information.

  • Check survey responses for errors, such as the use of pens instead of pencils, and set aside response forms that cannot be used.

  • Organize paperwork, such as survey forms or reports, for distribution or analysis.

  • Compute and analyze data, using statistical formulas and computers or calculators.

  • Check source data to verify completeness and accuracy.

  • Interview people and keep track of their responses.

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  • Microsoft Visual Studio
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  • STATISTICA
  • Avidian Technologies Prophet
  • QSR International NVivo
  • Minitab
  • Microsoft Outlook
  • Word processing software
  • Grammarly AI
  • Otter.ai
  • Microsoft Copilot
  • Systat Software SigmaStat
  • Gemini for Workspace
  • Database software
  • Zapier AI
  • Microsoft Excel
  • C#
  • Wolfram Research Mathematica
  • Towers Perrin MoSes
  • Harvard Graphics
  • PolySystems Asset Delphi
  • Bentley MicroStation
  • Perplexity AI
  • Software development tools
  • A programming language APL
  • Oracle PL/SQL
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  • Microsoft Visual Basic
  • Tableau
  • Microsoft PowerPoint
  • The MathWorks MATLAB
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  • Hyland OnBase Enterprise Content Management
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  • Web browser software
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  • Microsoft Active Server Pages ASP
  • Corel WordPerfect Office Suite
  • Python
  • SAS
  • IBM SPSS Statistics
  • Microsoft Access
  • dBASE
  • 10-key calculators
  • Desktop computers
  • Personal computers
  • Universal serial bus USB flash drives
  • Graphing calculators
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  • Supercomputers
  • Laptop computers