If you keep feeling like you need to scoot back, move the saddle forward.
Or try tilting the nose up.

Get a bike fitting. The other thing to look at is a different saddle. If I ride a saddle that's too wedge-shaped (very gradual transition between the nose and the back of the saddle), I end up sliding forward.