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Automation Risk Analysis

Will “Data Editing 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 Editing 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 Editing 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

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

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

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

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

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

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

  • Interview people and keep track of their responses.

  • Participate in the publication of data or information.

  • Send out surveys.

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

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

  • Discuss data presentation requirements with clients.

  • Select statistical tests for analyzing data.

  • Check source data to verify completeness and accuracy.

Technologies & Software

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