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Automation Risk Analysis

Will “Statistical Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #366 of 702. Estimated risk: 66.0%

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AI Exposure Risk

58%

“Statistical 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%

“Statistical 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

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

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

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

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

  • Check source data to verify completeness and accuracy.

  • 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.

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

  • Discuss data presentation requirements with clients.

  • Select statistical tests for analyzing data.

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

  • Send out surveys.

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

  • Participate in the publication of data or information.

Technologies & Software

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