Office & AdministrativeO*NET: 43-9111.00
Will AI Replace Statistical Assistants?
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.
93out of 100
Critical Risk
AI Risk Score
93/100
Risk Level
Critical
Job Zone
4/5
Advanced
Total Tasks Analyzed
9
🤖 What AI Can Do
- â–¸Compute and analyze data, using statistical formulas and computers or calculators.
- â–¸Check source data to verify completeness and accuracy.
- â–¸Enter data into computers for use in analyses or reports.
- â–¸Compile reports, charts, or graphs that describe and interpret findings of analyses.
- â–¸Participate in the publication of data or information.
- â–¸File data and related information, and maintain and update databases.
👤 What Requires Humans
- â–¸Providing empathy and emotional support
- â–¸Creative problem-solving in ambiguous contexts
- â–¸Physical tasks requiring fine motor skills and dexterity
Task Breakdown
🤖AI Can Automate (9)
- Compute and analyze data, using statistical formulas and computers or calculators.
- Check source data to verify completeness and accuracy.
- Enter data into computers for use in analyses or reports.
- Compile reports, charts, or graphs that describe and interpret findings of analyses.
- Participate in the publication of data or information.
- File data and related information, and maintain and update databases.
- Organize paperwork, such as survey forms or reports, for distribution or analysis.
- Code data prior to computer entry, using lists of codes.
- Compile statistics from source materials, such as production or sales records, quality-control or test records, time sheets, or survey sheets.
Key Skills Analysis
MathematicsAI-Vulnerable
Importance: 4.38/5.00
Reading ComprehensionAI-Vulnerable
Importance: 3.75/5.00
Critical ThinkingAI-Resistant
Importance: 3.75/5.00
Active LearningAI-Resistant
Importance: 3.62/5.00
Complex Problem SolvingAI-Resistant
Importance: 3.62/5.00
WritingAI-Vulnerable
Importance: 3.50/5.00
Active Listening
Importance: 3.38/5.00
Speaking
Importance: 3.38/5.00
Judgment and Decision MakingAI-Resistant
Importance: 3.25/5.00
Time ManagementAI-Resistant
Importance: 3.25/5.00
Monitoring
Importance: 3.00/5.00
ProgrammingAI-Vulnerable
Importance: 3.00/5.00
Learning Strategies
Importance: 2.88/5.00
Social PerceptivenessAI-Resistant
Importance: 2.88/5.00
CoordinationAI-Resistant
Importance: 2.88/5.00
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Frequently Asked Questions
Based on our analysis, Statistical Assistants have a critical risk of AI replacement with a score of 93/100. Many routine tasks in this role can be automated, but human oversight remains important.
Last updated: 2026-03-28· Data from O*NET 30.2 & Frey/Osborne automation research