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Automation Risk Analysis

Will “Fiscal Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #366 of 702. Estimated risk: 66.0%

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AI Exposure Risk

58%

“Fiscal 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%

“Fiscal 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

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

  • Send out surveys.

  • Discuss data presentation requirements with clients.

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

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

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

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

  • Check source data to verify completeness and accuracy.

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

  • Interview people and keep track of their responses.

  • 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.

  • Participate in the publication of data or information.

  • Select statistical tests for analyzing data.

Technologies & Software

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