Career guides
These guides examine task-level exposure, not whether an occupation simply disappears. Compare the work AI may compress with the judgment, trust, verification, and accountability that remain important.
Job titles hide very different task mixes. Each guide shows the general pattern inside an occupation; the assessment uses the work you actually do.
How much of your week is code production versus system ownership?
Explore software engineering tasksHow much of your work is repeatable document processing versus client judgment?
Explore legal tasksAre you mainly processing transactions or interpreting and controlling the system?
Explore accounting tasksStart with the occupation. Use O*NET and BLS tasks to define the broad work pattern.
Separate compression from responsibility. Identify where AI accelerates production and where people still supply context, verification, trust, or accountable judgment.
Personalize the task mix. Use the assessment because two people with the same title can have materially different exposure.
Use the assessment to map the work you actually do, compare task exposure with human responsibility, and identify the capabilities worth strengthening next.