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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

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

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

  • Send out surveys.

  • 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.

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

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

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

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

  • Check source data to verify completeness and accuracy.

  • Discuss data presentation requirements with clients.

  • Select statistical tests for analyzing data.

  • Interview people and keep track of their responses.

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

Technologies & Software

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