Well, yesterday, I found her at age 17, working as a housemaid in Waterton House, Stonywood, North Aberdeen, Scotland in the 1901 Scotland census. I raced to Scotland's People's Web site to find the census image as Ancestry.com just has the index.
Bingo!. Now, I know I watch too much Downton Abbey. I was rewarded with a house history and several photos of the mansion as it looks today.