Try getting two different product. Either one has worked for me.
O'Keeffe' for Healthy Hands (bought in Hardware store!) or a product found in fine yarn shoppes: Lavishea. I believe it is the shea butter in this that works.
Kept next to my sewing machine and knitting bucket. AT ALL times. Good Luck
PS I am also a nurse so handwashing is tough too.