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Airbnb

Senior

Lead data strategy for Airbnb's guest app promotional and conversion experience

Airbnb seeks a Senior Staff analytics leader to drive the data strategy behind guest app promotions and conversion, partnering with senior stakeholders across Strategic Finance, Data Engineering, Data Science, and Product Marketing. The role demands 10+ years of advanced analytics experience, deep expertise in experimentation and causal inference, and the ability to solve open-ended business problems with no known prior solution.

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这场面试考什么

  • Solving open-ended, ambiguous business problems without prior solutions
  • Experimentation design: A/B tests and quasi-experiments
  • Causal inference methodology
  • Cross-functional stakeholder management and driving investment alignment
  • Using AI/LLM tools to accelerate analytics work
  • Communicating data-driven strategy to senior stakeholders

常见提问方向

Describe an ambiguous, high-stakes business question you had to solve with no existing playbook

Walk through a complex experiment (A/B or quasi-experiment) you designed and what you learned

How have you applied causal inference when a true randomized experiment wasn't possible

Tell me about identifying an under-invested opportunity and rallying XFN teams around it

How do you use AI tools like ChatGPT or Claude to automate analytical work responsibly

How do you communicate a statistical finding to a non-technical senior stakeholder to drive a decision

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