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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

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

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

  • Check source data to verify completeness and accuracy.

  • Discuss data presentation requirements with clients.

  • Select statistical tests for analyzing data.

  • Send out surveys.

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

  • 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.

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

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

  • Interview people and keep track of their responses.

  • Participate in the publication of data or information.

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

Technologies & Software

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