The story
For the noun, from their traditional footwear. For the adjective, from the preponderance of Ivy League graduates hired by such firms.
Etymology from Wiktionary, CC BY-SA 4.0.
white-shoe
Today it means: A stereotypical male Ivy League college student. Full definition →