Do I have to play in expert mode for each scenario in an expert campaign?

No. Increasing a campaign’s difficulty merely adds additional cards or setup instructions to each scenario in that campaign. It does not lock players into any other mode of play. For each scenario within a campaign, players are encouraged to choose the other modes of play that are right for them.