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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

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

  • 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.

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

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

  • Send out surveys.

  • Check source data to verify completeness and accuracy.

  • Participate in the publication of data or information.

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

  • 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.

  • Discuss data presentation requirements with clients.

  • Select statistical tests for analyzing data.

Technologies & Software

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