What happens when you need to request some data and therefore use the GET method, but also are passing sensitive data in the query? Should you use POST in this

What happens when you need to request some data and therefore use the GET method, but also are passing sensitive data in the query? Should you use POST in this case in order that the sensitive request is not logged?