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Automation Risk Analysis

Will “Tariff Compiling Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #366 of 702. Estimated risk: 66.0%

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AI Exposure Risk

58%

“Tariff Compiling 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%

“Tariff Compiling 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

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

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

  • Discuss data presentation requirements with clients.

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

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

  • Interview people and keep track of their responses.

  • Participate in the publication of data or information.

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

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

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

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

  • Send out surveys.

  • Select statistical tests for analyzing data.

  • Check source data to verify completeness and accuracy.

Technologies & Software

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