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Automation Risk Analysis

Will “Data Analysis Clerk” 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 Clerk” 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 Clerk” 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.

  • Discuss data presentation requirements with clients.

  • Check source data to verify completeness and accuracy.

  • Interview people and keep track of their responses.

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

  • 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.

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

  • Send out surveys.

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

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

  • 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.

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

Technologies & Software

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