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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

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

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

  • Select statistical tests for analyzing data.

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

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

  • Interview people and keep track of their responses.

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

  • Discuss data presentation requirements with clients.

  • 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.

  • Send out surveys.

  • 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.

Technologies & Software

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