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

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

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

  • Check source data to verify completeness and accuracy.

  • 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.

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

  • Select statistical tests for analyzing data.

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

  • Discuss data presentation requirements with clients.

  • Send out surveys.

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

  • Interview people and keep track of their responses.

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

Technologies & Software

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