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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.

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

  • Interview people and keep track of their responses.

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

  • Participate in the publication of data or information.

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

  • Discuss data presentation requirements with clients.

  • Send out surveys.

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

  • 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.

  • Select statistical tests for analyzing data.

  • Check source data to verify completeness and accuracy.

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

Technologies & Software

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