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Automation Risk Analysis

Will “Chart Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #366 of 702. Estimated risk: 66.0%

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AI Exposure Risk

58%

“Chart 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%

“Chart 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

  • Interview people and keep track of their responses.

  • Select statistical tests for analyzing data.

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

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

  • 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.

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

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

  • Send out surveys.

  • Check source data to verify completeness and accuracy.

  • 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.

Technologies & Software

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