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Automation Risk Analysis

Will “Tabulating Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #366 of 702. Estimated risk: 66.0%

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AI Exposure Risk

58%

“Tabulating 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%

“Tabulating 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

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

  • Participate in the publication of data or information.

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

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

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

  • Discuss data presentation requirements with clients.

  • Select statistical tests for analyzing data.

  • Check source data to verify completeness and accuracy.

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

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

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

  • Interview people and keep track of their responses.

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

  • Send out surveys.

Technologies & Software

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