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Automation Risk Analysis

Will “Wheelage Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #366 of 702. Estimated risk: 66.0%

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AI Exposure Risk

58%

“Wheelage 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%

“Wheelage 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

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

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

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

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

  • Interview people and keep track of their responses.

  • Discuss data presentation requirements with clients.

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

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

  • Check source data to verify completeness and accuracy.

  • Select statistical tests for analyzing data.

  • Send out surveys.

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

  • Participate in the publication of data or information.

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

Technologies & Software

  • Benfield ReMetrica
  • IBM Lotus 1-2-3
  • SAS
  • Gemini for Workspace
  • Microsoft Active Server Pages ASP
  • Database software
  • Wolfram Research Mathematica
  • Insightful S-PLUS
  • QSR International NVivo
  • Claude (Anthropic)
  • Notion AI
  • Microsoft Outlook
  • Otter.ai
  • Word processing software
  • Hyland OnBase Enterprise Content Management
  • Data visualization software
  • Harvard Graphics
  • Microsoft Word
  • Bentley MicroStation
  • Kimi (Moonshot AI)
  • Towers Perrin MoSes
  • Tableau
  • Oracle PL/SQL
  • UiPath (RPA + AI)
  • Microsoft Visual Basic
  • Napkin AI
  • Oracle Java
  • Grammarly AI
  • SAP BusinessObjects Crystal Reports
  • PolySystems Asset Delphi
  • Qwen (Alibaba)
  • Software development tools
  • Avidian Technologies Prophet
  • dBASE
  • Microsoft Copilot
  • R
  • Grok (xAI)
  • Zapier AI
  • GGY AXIS
  • Systat Software SigmaStat
  • C++
  • StataCorp Stata
  • Web browser software
  • Microsoft PowerPoint
  • Mistral (Mistral AI)
  • C#
  • Llama (Meta)
  • Microsoft Access
  • STATISTICA
  • Perplexity AI
  • Google Workspace software
  • Corel WordPerfect Office Suite
  • Microsoft Excel
  • The MathWorks MATLAB
  • Gemini (Google)
  • Structured query language SQL
  • IBM SPSS Statistics
  • A programming language APL
  • Microsoft Office software
  • Minitab
  • ChatGPT (OpenAI)
  • Microsoft Visual Studio
  • Python
  • DeepSeek
  • Nova (Amazon)
  • Laptop computers
  • Liquid crystal display LCD video projectors
  • Supercomputers
  • 10-key calculators
  • Graphing calculators
  • Personal computers
  • Universal serial bus USB flash drives
  • Desktop computers