After noodling over it for a bit, I would probably stick to D major pentatonic and/or D minor pentatonic, for the main section, but over that 'G' section I would stick to D major pentatonic, those are the notes that sound best to me.

But, if you are hiring someone and you want them to improvise, just let them do their thing I think.