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Automation Risk Analysis

Will “Analytical Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #366 of 702. Estimated risk: 66.0%

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AI Exposure Risk

58%

“Analytical 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%

“Analytical 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.

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

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

  • Send out surveys.

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

  • Check source data to verify completeness and accuracy.

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

  • Select statistical tests for analyzing data.

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

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

  • Interview people and keep track of their responses.

  • Discuss data presentation requirements with clients.

Technologies & Software

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