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Automation Risk Analysis

Will “Data Compiler” be Automated?

Historical Context: Oxford Study (2013)

Ranked #366 of 702. Estimated risk: 66.0%

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AI Exposure Risk

58%

“Data Compiler” 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 Compiler” 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.

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

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

  • Discuss data presentation requirements with clients.

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

  • Check source data to verify completeness and accuracy.

  • Participate in the publication of data or information.

  • Select statistical tests for analyzing data.

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

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

  • Send out surveys.

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

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

  • Interview people and keep track of their responses.

Technologies & Software

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