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Automation Risk Analysis

Will “Data Analysis Assistant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #366 of 702. Estimated risk: 66.0%

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AI Exposure Risk

58%

“Data Analysis 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%

“Data Analysis 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

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

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

  • Discuss data presentation requirements with clients.

  • 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.

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

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

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

  • Interview people and keep track of their responses.

  • Participate in the publication of data or information.

  • Send out surveys.

  • Select statistical tests for analyzing data.

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

  • Check source data to verify completeness and accuracy.

Technologies & Software

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