Olmius was the grandson of a wealthy Dutch merchant of St. Peter-le-Poor, London, who bought the Essex estates of the Earl of Scarsdale at the beginning of the 18th century.
In 1757 Olmius presented a memorial to Newcastle,
In the next reign he applied to Bute for an English peerage in the Coronation honours,
