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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

  • Discuss data presentation requirements with clients.

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

  • Participate in the publication of data or information.

  • Send out surveys.

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

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

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

  • Select statistical tests for analyzing data.

  • Interview people and keep track of their responses.

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

  • Check source data to verify completeness and accuracy.

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

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

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

Technologies & Software

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