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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

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

  • 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.

  • Interview people and keep track of their responses.

  • Select statistical tests for analyzing data.

  • Discuss data presentation requirements with clients.

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

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

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

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

  • Participate in the publication of data or information.

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

  • Send out surveys.

Technologies & Software

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