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Automation Risk Analysis

Will “Data Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #366 of 702. Estimated risk: 66.0%

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AI Exposure Risk

58%

“Data Technician” 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 Technician” 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

  • 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.

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

  • Discuss data presentation requirements with clients.

  • 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.

  • Check source data to verify completeness and accuracy.

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

  • Send out surveys.

  • Select statistical tests for analyzing data.

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

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

  • Interview people and keep track of their responses.

Technologies & Software

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