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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

  • 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.

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

  • Interview people and keep track of their responses.

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

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

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

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

  • Send out surveys.

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

  • Check source data to verify completeness and accuracy.

  • Select statistical tests for analyzing data.

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

  • Participate in the publication of data or information.

Technologies & Software

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