Roblox
Senior
Prove what's actually driving Roblox's growth, not just report on it
Roblox's Data Science & Analytics org is hiring a senior data scientist to build measurement frameworks for growth efforts — performance marketing efficacy, attribution modeling, and incrementality. You'll turn messy growth signals into causal, decision-grade insight for a platform serving tens of millions of daily users. Strong fit for someone who has run marketing science and campaign evaluation at scale and can translate stats into product/marketing action.
走进这场面试
免费 · 一场按这个岗位校准的真语音模拟
这场面试考什么
- Causal inference & experimental design
- Marketing attribution / incrementality measurement
- Statistical modeling for growth
- SQL/Python for large-scale data analysis
- Cross-functional communication with marketing & product
- Gaming/marketplace growth dynamics
常见提问方向
Design an incrementality test for a performance marketing campaign with no clean control group
Walk through building an attribution model from ambiguous multi-touch signals
How would you measure the impact of a growth initiative when a randomized experiment isn't feasible
Explain a time a causal analysis contradicted the intuitive narrative and how you handled the pushback
How do you validate a statistical model's assumptions before trusting its output for a budget decision
相关面试
Roblox
New grad
Senior Machine Learning Engineer (Systems), Embodied AI/NPCs, ML Platform
Roblox
Senior
Senior Product Policy Manager, Regional Policy (SEA/SA)
Roblox
New grad
Developer Engagement Representative
Figma
Mid
Data Scientist, Marketing
Ramp
Senior
Senior Data Scientist, Growth
Coinbase
Senior