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Automation Risk Analysis

Will “Report Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #366 of 702. Estimated risk: 66.0%

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AI Exposure Risk

58%

“Report 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%

“Report 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

  • Check source data to verify completeness and accuracy.

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

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

  • Participate in the publication of data or information.

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

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

  • Discuss data presentation requirements with clients.

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

  • Send out surveys.

  • Interview people and keep track of their responses.

  • Select statistical tests for analyzing data.

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

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

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

Technologies & Software

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