OpenAI
Senior
Own the metrics and experiments behind OpenAI's entire sign-up-to-account-recovery journey
OpenAI is hiring the first dedicated Data Scientist for its Identity org, covering sign up, sign in, authentication, account recovery, and enterprise identity across consumer and enterprise products. You'll build the measurement frameworks and experimentation strategy from scratch while balancing growth against fraud and abuse risk. This interview probes 0-to-1 metrics ownership, causal inference when A/B testing isn't feasible, and communicating growth/trust trade-offs to execs.
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
- Metrics/measurement framework design from zero
- Experimentation on funnel: sign up, sign in, onboarding, account recovery
- Causal inference for non-randomizable identity changes
- Growth vs. trust/fraud/abuse trade-off quantification
- Cross-functional influence (Product, Eng, Design, Abuse, Risk, GTM)
- Executive reporting and dashboarding
常见提问方向
Design an experiment to improve sign-up conversion without increasing fraud
How would you evaluate an identity change when you can't randomize
Define north-star metrics for an authentication funnel from scratch
Walk through a time you quantified a growth-vs-risk trade-off for leadership
How do you build trust in a new source-of-truth dataset across teams
相关面试
OpenAI
Senior
Forward Deployed Engineer
OpenAI
Senior
AI Deployment Engineer
OpenAI
Senior
AI Deployment Engineer, Cyber
Figma
Mid
Data Scientist, Core Data - PhD (2026)
Instacart
Senior
Senior Data Scientist II, Core Delivery
Instacart
Senior