individually manage each podcast
You can manually change the settings of each podcast by going to your selected podcast; right click and highlight "Get info"; go to "Options", then click "remember playback position". Most podcasts are set to remember playback position by default, especially the enhanced AAC versions, that's why it's a bit weird your iTunes isn't doing this. Oh, by the way, you can also do this for your music/songs