Roblox·Data Scientist·Technical Phone Screen
Jun 2026
Roblox DS interview with a single but very dense question that basically asks you to narrate an entire project lifecycle, defend your metric decisions under pressure, and handle a stakeholder conflict, all in one breath. Felt more like a written case study than a conversation.
- Walk through an ads or growth analytics project you owned end-to-end under vague requirements and a tight deadline. Cover scope, stakeholders, success criteria you defined yourself, key technical decisions and trade-offs, how you resolved a conflict with Product or Sales, and quantify the impact. Then: if your primary guardrail metric dropped 0.7 percentage points while revenue went up 8%, what do you do and how do you communicate it?
“This is basically three questions stapled together and they want all of it.” The rest of the author's notes on Data Scientist interview at Roblox, Technical Phone Screen round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.
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