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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

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

  • Send out surveys.

  • Select statistical tests for analyzing data.

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

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

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

  • Interview people and keep track of their responses.

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

  • Participate in the publication of data or information.

  • 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.

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

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

  • Discuss data presentation requirements with clients.

Technologies & Software

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