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Find your way around the atlas
JobShift Atlas is designed to help you explore evidence without an account. Start with an occupation, compare possible directions, or ask a question when you want help interpreting what you found.
Start with an occupation
Explore a profile to see labor-market measures, tasks, skills, preparation, relative AI exposure, and related possibilities in one place.
Choose your next view
Use Compare for two occupations, Career Explorer for possible directions, Collections for transparent groupings, and Ask Morgan when you want help making sense of the evidence.
Need help?
Use the contact route to report a confusing page, ask a source question, or suggest an accessibility improvement.