Complex sentence: Martinez became the bench coach for the Rays in 2008, during which time he became a candidate for several managerial positions in MLB.
Split into simpler sentences: Martinez became the bench coach for the Rays in 2008. Since then he has been considered a candidate for several managerial positions in MLB.