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Compare qualitative AI Delegation Potential ratings, national standing, and the five analytical drivers behind each assessment.

O*NET-SOC 15-1253.00

Software Quality Assurance Analysts and Testers

AI Delegation Potential

Strong

Top 2% of occupations · #14 of 923

Importance & frequency78
AI capability84
Digital actionability91
End-to-end leverage85
Safety & reversibility83

Underlying methodology score: 81 / 100

Physical modifier
Limited
Safety modifier
Limited

Top workflow

Reproduce defects and capture evidence

Use an agent to inspect logs, screenshots, and environment data; reproduce the issue in a controlled test setup; classify severity and affected components; capture exact steps and evidence in the bug tracker.

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O*NET-SOC 43-6014.00

Secretaries and Administrative Assistants, Except Legal, Medical, and Executive

AI Delegation Potential

Strong

Top 1% of occupations · #2 of 923

Importance & frequency77
AI capability87
Digital actionability95
End-to-end leverage90
Safety & reversibility84

Underlying methodology score: 84 / 100

Physical modifier
Limited
Safety modifier
Limited

Top workflow

Update office records and flag missing information

Use an agent to gather source information from forms or emails, enter it into the database, compare key fields against the source document, correct obvious formatting issues, and note incomplete data for follow-up.

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