Try variations of the names at ddd.dda.dk.
Select the British flag.
Choose censuses.
Search . . . Sct. Croix.

It helps if you have an approximate age or year of birth or even an occupation. I presume you have already tried the Social Security Death Index. You may also want to look at Immigration Records on Ancestry.com.

Best of Luck