If I remove a reviewer in 'Manage Users', will they still appear as a reviewer in the 'Assigned Submissions to Reviewers' table?

No, if you delete the reviewer, they will no longer have any assigned reviews. See Manage Users and Assigning a submission to a Reviewer

How do I see who has completed their reviews?

See The Review Table - the Reviewers View tab.

I need to complete a review on behalf of a reviewer. How do I do that?

See Editing a review.

I need to assign a large number of submissions to several reviewers. Is there a quick way of doing this?

See Bulk assigning submissions.

How do I control what data the reviewer can view in the submissions?

See Review tags - set which questions can be viewed by the reviewer

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