Are the Jews G-d's chosen people?

Many Jews feel uncomfortable with the claim that Jews are chosen? Isn't that elitist? Is it racist? Should the belief in being chosen lead to antisemitism, giving non Jews a good reason to dislike Jews? Do Jews really believe that we are the Chosen People? If yes, what are we chosen for? Understand the Jewish belief in being the Chosen People and what it means.