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Automation Risk Analysis

Will “Statistical Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #366 of 702. Estimated risk: 66.0%

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AI Exposure Risk

58%

“Statistical 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%

“Statistical 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

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

  • Send out surveys.

  • 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.

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

  • Interview people and keep track of their responses.

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

  • Select statistical tests for analyzing data.

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

  • Check source data to verify completeness and accuracy.

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

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

Technologies & Software

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