I think larger mass stars tend to burn their fuel more quickly and thus die faster. Then again it's a large, weird universe out there. I'm sure a star orbiting an lower mass black hole has happened at least once.
If the star is more massive, i'd describe the black hole as orbiting the star. This matters as detecting such a situation would be more akin to detecting an invisible exoplanet than a fast-moving and bright star.