jobapplier

Staff Advanced Analytics (Community Blueprint & Quality)

Airbnb

Skills

Required

  • advanced analytics
  • SQL
  • programming language
  • Python
  • AI-assisted analytics workflows
  • Claude
  • ChatGPT
  • internal LLM agents
  • LLMs
  • validation
  • data pipelines

Preferred

  • analytics leader
  • problem framing
  • designing and analyzing experiments
  • design and analyze experiments

Join our team as a Staff Advanced Analytics leader on the Community Blueprint Quality team. In this hands-on role, you will conduct high-impact analysis, experimentation, and reporting to improve the guest and host experience.

Responsibilities

  • You will operate independently, partner closely with cross-functional stakeholders, and own end-to-end work from problem framing to leadership-ready recommendations.
  • Your responsibilities will include conducting strategic deep dives into customer experience drivers, designing and analyzing experiments, building causal inference frameworks, and developing metrics to monitor customer experience health.
  • You will also build and maintain analytical artifacts, partner with various teams, and translate complex analyses into clear insights for senior leadership.
  • Act as a senior analytics leader on the Community Blueprint Quality team, delivering high-impact analysis, experimentation, and reporting.
  • Conduct strategic deep dives into customer experience drivers, design and analyze experiments, and build causal inference frameworks.
  • Partner with cross-functional stakeholders to align on methodology, assumptions, and interpretation, and translate complex analyses into clear insights.

Requirements

  • Strong hands-on expertise in SQL and at least one programming language (Python or R)
  • Hands-on experience with AI-assisted analytics workflows (Claude, ChatGPT, internal LLM agents) including prompt engineering, structured extraction from unstructured text, and using LLMs as classifiers or judges
  • Experience building metrics end-to-end, including definitions, validation, and implementation in data pipelines
  • Proven experience designing and analyzing A/B experiments and applying statistical methods to real-world product problems
  • Experience with causal inference techniques (diff-in-diff, synthetic controls, propensity scoring) and a track record of applying them to ambiguous business problems
  • Strong analytical judgment, ability to balance rigor with speed and clearly communicate tradeoffs
  • Demonstrated ability to operate independently, manage multiple priorities, and deliver against agreed timelines
  • Excellent communication skills with experience presenting to senior, non-technical audiences
  • 10+ years of experience in advanced analytics, data science, or applied quantitative analysis (industry experience required)

Preferred

  • Experience in marketplace, product analytics, customer experience, or trust & safety contexts strongly preferred

Pay

USD 180,000 - 221,000