When your admin removes a seat, that person's account data, profile, derived signals, recommendations and outcomes are deleted within 30 days. Aggregates that included them (for example, the role pattern) are recomputed without them.
A person can also ask their admin to be excluded from measurement while keeping a seat. Excluded people receive no cards and no profile is built.