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AI Automation Risk by Job
Search any job title and see how exposed it is to AI.
Assessments
273
Average score
63.2%
Searchable roles
52
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AI automation risk by job
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Selected role
Technology & Software
Software Engineering
This job is 69.6% replaceable by AI
Medium risk
64 live assessments in this role.
Quick breakdown
Routine work level
Medium
Structured analysis level
Medium
Communication level
Medium
Trust level
Medium
Skill scarcity
Medium
Complexity
Medium
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Role averages are useful. Your task mix is better.
This tool shows an average for the role. Your actual risk depends on your specific work.
Use the full assessment to calculate your personal automation risk, compare your tasks, and estimate income exposure.
What drives automation risk
The pattern is structural
Jobs with higher risk tend to involve repetitive workflows, predictable outputs, and measurable performance.
High-automation work averages 70.1%.
What protects work
Human judgment still slows compression
Jobs with lower risk involve judgment, trust, and complex decision-making.
Low-trust work averages 87.5%, while trust-critical work averages 49.6%.
Lower-automation work averages 51.2%.
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