I did a query on www.scotsfamily.com and received the following reply:
Thank you for your enquiry to Scots Family.
The name Feemster or Femisterhas a long history of use in Scotland . In 1458 , Alexander Feemaister, fisherman , Banff had a remission lodged. In 1595 Christianae Phemister in Spynie was accused of theft.