Roblox Data Scientist Behavioral & Leadership Interview Questions
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Defend a metric choice under scrutiny
Describe a time you chose a non-obvious primary metric (e.g., time-per-session over total time) and were challenged by a senior stakeholder. 1) How di...
Choose best/worst actions under OA pressure
Behavioral Scenario: Time-Boxed OA With Hidden Test Failure Context You are a data scientist candidate 70 minutes into a 90-minute online assessment (...
Demonstrate fit with quantified stories and motivations
Behavioral & Leadership Technical Screen Prompt (Data Scientist) Provide two stories—one professional and one personal—that demonstrate you’re a stron...
Describe resolving revenue–UX metric conflict
Behavioral: Leading a High-Stakes Revenue vs. UX Trade-off Context: You led a decision where ads revenue goals conflicted with user-experience metrics...
Describe leading an ambiguous ads project
Behavioral: End-to-End Ownership Under Ambiguity (Ads/Growth Analytics) Context You are interviewing for a data scientist role focused on ads or growt...