Make sure your little one is not dehydrated.
Secondly, most of the soaps make skin very dry. You can get soaps available for dry skin in market like dove, oilatum etc. Oil massage is important you are doing it right.
Try changing the soap as I suggested. If you still feel it's not improving then taken him to a dermatologist.