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Automation Risk Analysis

Will “Mileage Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #366 of 702. Estimated risk: 66.0%

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AI Exposure Risk

58%

“Mileage 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%

“Mileage 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

  • Select statistical tests for analyzing data.

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

  • Check source data to verify completeness and accuracy.

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

  • Send out surveys.

  • Interview people and keep track of their responses.

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

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

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

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

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

  • Discuss data presentation requirements with clients.

  • Participate in the publication of data or information.

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

Technologies & Software

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