AI Automation Index

Will AI Replace Statistical Assistants?

Analyze the automation vulnerability, task-level AI risk, salary, and demand projection for Statistical Assistants. Run the upskilling simulator.

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• Developed & audited by Gini Loh

AI Vulnerability

57% risk score

Median Salary

$50,330 / year

Growth Demand

Low

Constituent Task Mix

We parsed O*NET's 14 constituent tasks for this occupation and classified them by AI threat risk.

High Automation Risk (Routine Tasks) 14%
Medium Automation Risk (Cognitive/Technical) 86%
Low Automation Risk (Strategy/Leadership) 0%

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constituent Tasks

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

Semi-structured cognitive task involving analysis, inspection, or monitoring.

Check source data to verify completeness and accuracy.

Semi-structured task combining routine and non-routine responsibilities.

Enter data into computers for use in analyses or reports.

Routine cognitive or manual task with high vulnerability to automation.

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

Semi-structured task combining routine and non-routine responsibilities.

Participate in the publication of data or information.

Semi-structured task combining routine and non-routine responsibilities.

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

Semi-structured task combining routine and non-routine responsibilities.

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

Semi-structured task combining routine and non-routine responsibilities.

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

Semi-structured task combining routine and non-routine responsibilities.

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

Routine cognitive or manual task with high vulnerability to automation.

Interview people and keep track of their responses.

Semi-structured task combining routine and non-routine responsibilities.

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

Semi-structured task combining routine and non-routine responsibilities.

Select statistical tests for analyzing data.

Semi-structured task combining routine and non-routine responsibilities.

Discuss data presentation requirements with clients.

Semi-structured task combining routine and non-routine responsibilities.

Send out surveys.

Semi-structured task combining routine and non-routine responsibilities.

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O*NET Methodology

O*NET Data Source

This page dynamically extracts data structures sponsored by the U.S. Department of Labor. Our AI classification applies cognitive task automation risk models to individual tasks.

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