When not otherwise provided by the board the bonds to be given by the following officers shall be in the following sums:
(a) Assessor: Five thousand dollars ($5,000).
(b) Collector: Twenty thousand dollars ($20,000).
(c) Treasurer: One hundred thousand dollars ($100,000).