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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

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

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

  • 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.

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

  • Discuss data presentation requirements with clients.

  • Interview people and keep track of their responses.

  • Send out surveys.

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

  • Check source data to verify completeness and accuracy.

  • Participate in the publication of data or information.

  • Select statistical tests for analyzing data.

Technologies & Software

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