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Automation Risk Analysis

Will “Administrative Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #366 of 702. Estimated risk: 66.0%

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AI Exposure Risk

58%

“Administrative 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%

“Administrative 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

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

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

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

  • 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.

  • Interview people and keep track of their responses.

  • Select statistical tests for analyzing data.

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

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

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

  • Discuss data presentation requirements with clients.

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

  • Check source data to verify completeness and accuracy.

  • Send out surveys.

Technologies & Software

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