Roblox — Social — Product Case Questions

Role context: Data Scientist, Social (Social Connections) · Est. study time: 45 min · 4 questions

How these map to the role

These are social-product cases: an ambiguous question about the friend graph and co-play you frame into metrics and a measurement, and a recommendation you defend. Two things recur — effects spread through the friend network (so measurement is a network problem), and the value of a connection is co-play, not the count, with safety as a hard guardrail.

Each answer is a coaching walkthrough: a Sample answer (clarify → approach → a simulated back-and-forth → a clear call), then a Deep dive with illustrative example, then a Grading rubric.