Staff Advanced Analyst, Guest Engagement

Airbnb Airbnb · Consumer · United States · Analytics

This role is for a Staff Advanced Analyst focused on Guest Engagement at Airbnb. The primary responsibility is to own the analytics roadmap for guest lifecycle marketing programs, including designing and analyzing experiments, surfacing proactive insights, and building self-serve reporting. The role involves partnering with Marketing, MarTech Data Science, and Finance to drive booking impact through experimentation and insights, with a focus on ML model rollouts and feedback loops.

What you'd actually do

  1. Own the analytics roadmap for Guest Engagement — define what to measure, what to test, and where the biggest opportunities lie across the full guest lifecycle. Specific projects and prioritization decisions should exist because of your recommendations.
  2. Design and analyze experiments at scale across abandon journeys, demand gen ML model rollouts, and placement-level A/B tests. Develop measurement frameworks (holdouts, proxy metrics, annualized impact models) to accurately attribute cumulative program impact.
  3. Surface proactive insights that go beyond reporting — user segmentation, funnel analysis, fatigue signals, channel optimization — and translate them into strategic recommendations for Director-level marketing leaders.
  4. Build scalable, self-serve reporting (dashboards, OKR tracking, experiment trackers) that empowers partners and frees AA capacity for higher-leverage work.
  5. Collaborate cross-functionally with MarTech DS on ML model feedback loops and attribution, with SF&A on goal methodology, and with India-based analytics resources on operational reporting.

Skills

Required

  • 9+ years in analytics or data science, with depth in marketing and/or growth analytics
  • Analysis that drives action
  • Strong experimentation skills
  • Excellent communicator

What the JD emphasized

  • demand gen ML model rollouts
  • ML model feedback loops