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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

  • Participate in the publication of data or information.

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

  • Send out surveys.

  • Check source data to verify completeness and accuracy.

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

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

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

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

  • Discuss data presentation requirements with clients.

  • Interview people and keep track of their responses.

  • Select statistical tests for analyzing data.

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

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

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

Technologies & Software

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