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Automation Risk Analysis

Will “Compilation Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #366 of 702. Estimated risk: 66.0%

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AI Exposure Risk

58%

“Compilation 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%

“Compilation 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 reports, charts, or graphs that describe and interpret findings of analyses.

  • Send out surveys.

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

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

  • Check source data to verify completeness and accuracy.

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

  • Interview people and keep track of their responses.

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

  • 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.

  • Select statistical tests for analyzing data.

  • 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.

Technologies & Software

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