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Automation Risk Analysis

Will “Actuarial Assistant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #366 of 702. Estimated risk: 66.0%

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AI Exposure Risk

58%

“Actuarial Assistant” 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%

“Actuarial Assistant” 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.

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

  • Interview people and keep track of their responses.

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

  • Discuss data presentation requirements with clients.

  • Participate in the publication of data or information.

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

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

  • Send out surveys.

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

  • Check source data to verify completeness and accuracy.

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

  • Select statistical tests for analyzing data.

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

Technologies & Software

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