Which is correct I would like to be considered for the supervisor's position?

The correct phrase is "I would like to be considered for the supervisor position." In this context, "supervisor position" serves as a noun phrase. However, "the supervisor's position" is also correct if you are specifically referring to the position held by a particular supervisor. Both options can be correct depending on the intended meaning.