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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

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

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

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

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

  • Send out surveys.

  • Participate in the publication of data or information.

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

  • Interview people and keep track of their responses.

  • Select statistical tests for analyzing data.

  • Discuss data presentation requirements with clients.

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

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

  • Check source data to verify completeness and accuracy.

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

Technologies & Software

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