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Automation Risk Analysis

Will “Actuarial Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #366 of 702. Estimated risk: 66.0%

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AI Exposure Risk

58%

“Actuarial Analyst” 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 Analyst” 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

  • Discuss data presentation requirements with clients.

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

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

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

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

  • 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.

  • Select statistical tests for analyzing data.

  • Check source data to verify completeness and accuracy.

  • Interview people and keep track of their responses.

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

  • Send out surveys.

  • Participate in the publication of data or information.

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

Technologies & Software

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