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.
How AI Impacts Each Task
16 tasks analyzed
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.
Interview people and keep track of their responses.
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.
Check survey responses for errors, such as the use of pens instead of pencils, and set aside response forms that cannot be used.
Select statistical tests for analyzing data.
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.
Discuss data presentation requirements with clients.
Send out surveys.
Write code for statistical applications.
Present results of statistical analyses to stakeholders.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Compute and analyze data, using statistical formulas and computers or calculators. | 42.75Observed | 44.1% | 12% | |
| Check source data to verify completeness and accuracy. | 90Estimated | 85.2% | 10% | |
| Enter data into computers for use in analyses or reports. | 32.17Observed | 62.1% | 10% | |
| Compile reports, charts, or graphs that describe and interpret findings of analyses. | 46.5Observed | 45.6% | 8% | |
| Interview people and keep track of their responses. | 34.77Observed | 28.9% | 4% | |
| Participate in the publication of data or information. | 85Estimated | 83.2% | 4% | |
| File data and related information and maintain and update databases. | 40.38Observed | 65.4% | 8% | |
| Organize paperwork, such as survey forms or reports, for distribution or analysis. | 45Estimated | 51.0% | 4% | |
| Check survey responses for errors, such as the use of pens instead of pencils, and set aside response forms that cannot be used. | 70Estimated | 77.2% | 5% | |
| Select statistical tests for analyzing data. | 55.77Observed | 49.3% | 5% | |
| Code data prior to computer entry, using lists of codes. | 32.35Observed | 62.1% | 8% | |
| Compile statistics from source materials, such as production or sales records, quality-control or test records, time sheets, or survey sheets. | 92Estimated | 86.0% | 8% | |
| Discuss data presentation requirements with clients. | 52.62Observed | 36.1% | 3% | |
| Send out surveys. | 95Estimated | 87.2% | 2% | |
| Write code for statistical applications. | 80Estimated | 59.0% | 5% | |
| Present results of statistical analyses to stakeholders. | 40Estimated | 31.0% | 4% |
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Recommended Courses
Courses matched to Statistical Assistants skill gaps, ranked by relevance to your displacement risk profile.
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Upskill to Reduce Risk
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Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
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Score History
Risk score over 2 scoring runs
overall change
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis