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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

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

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

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

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

  • Select statistical tests for analyzing data.

  • Participate in the publication of data or information.

  • Interview people and keep track of their responses.

  • Discuss data presentation requirements with clients.

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

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

  • Send out surveys.

  • Check source data to verify completeness and accuracy.

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

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

Technologies & Software

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