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Lab
Ten questions point you at an AI engineering role and the guides already published for it.
The role with the most points wins. A role with no weights cannot win.
Still Building
Each answer adds the weights in the career quiz file for that option. The highest total wins. A tie goes to the role slug that comes first alphabetically. The runner-up is the next role with any points.
The three reasons are the answers that added the most points to the winner. The next link uses the same rule as the careers pages: the role page when it exists, otherwise the role’s guide. When a role has a reading path, the first three steps are listed.
Sales roles are in the careers list with no weights, so they do not come up. This is a sorting aid, not a judgment of whether you would be hired.