Staff Advanced Analytics, Community Blueprint & Quality

Airbnb; United States; Remote; USD 180,000 - 221,000; Full time

Benefits offered by this job

Bonus eligibility

Equity

Benefits

Employee Travel Credits

Job summary

Airbnb is seeking a Senior Analytics Leader for the Quality & Blueprint team. You will drive high-impact analyses, experimentation, and reporting to diagnose and improve guest and host experiences.

This hands-on role centers on execution, cross-functional collaboration, and leadership-ready recommendations. You will partner with Product, Engineering, Data Science, and other Advanced Analytics teams to align on methodology, assumptions, and interpretation, shaping strategic decisions and

Qualifications

• 10+ years of experience in advanced analytics or data science in industry.
• Hands-on SQL and Python or R.
• Experience designing A/B experiments and causal inference methods.
• Experience with AI-assisted analytics workflows and LLMs.
• Ability to translate analyses into clear insights for senior leadership.

Responsibilities

• Lead strategic analysis and experimentation to improve guest and host experiences.
• Design, run, and interpret A/B tests and quasi-experiments.
• Apply causal inference techniques to quantify impact of product and policy changes.
• Develop scalable analytics artifacts: dashboards, pipelines, and readouts.
• Collaborate with product, engineering and data teams on methodologies.

Skills

SQL

Python/R

A/B testing

Causal inference

AI analytics

Metrics development

Data storytelling

Communication

Independent work

Tools

Claude

ChatGPT

LLM workflows

Job description

Airbnb was born in 2007 when two hosts welcomed three guests to their San Francisco home, and has since grown to over 5 million hosts who have welcomed over 2 billion guest arrivals in almost every country across the globe. Every day, hosts offer unique stays and experiences that make it possible for guests to connect with communities in a more authentic way.

The Community You Will Join:

The Quality & Blueprint team sits at the center of how Airbnb understands and improves the customer experience. We partner with Product, Engineering, Operations, and Finance to identify where the experience is breaking down, why it's breaking down, and what to do about it, so we can keep delighting the Airbnb community at scale. Our work informs strategy at the leadership level and decisions at the product squad level.

The Difference You Will Make:

This role will act as a senior analytics leader on the Community Blueprint Quality team. You'll deliver high-impact analysis, experimentation, and reporting that drives how the business diagnoses and improves the guest and host experience. This is a hands-on, execution-focused role designed to accelerate progress during a period of constrained capacity. You will operate independently, partner closely with cross-functional stakeholders, and own end-to-end work from problem framing to leadership-ready recommendations.

A Typical Day:

• Conduct strategic deep dives into customer experience drivers (cleanliness, check-in, communication, etc.) to identify symptoms, diagnose root causes, and recommend interventions.
• Design, execute, and analyze experiments (A/B tests and quasi-experiments) to measure the impact of quality and blueprint initiatives.
• Build and apply causal inference frameworks (diff-in-diff, synthetic controls, propensity matching) to estimate the true impact of product, policy, and operational changes.
• Leverage LLMs and AI-assisted analytics to extract structured insights from unstructured data and to scale root-cause taxonomy generation across millions of trips.
• Develop and validate metrics and dimensions that monitor customer experience health and surface emerging quality issues.
• Build and maintain analytical artifacts (queries, dashboards, readouts) that let stakeholders self-serve on standard questions.
• Partner with Product, Engineering, Data Science, Data Engineering, and other Advanced Analytics teams to align on methodology, assumptions, and interpretation.
• Translate complex analyses into clear, concise insights and recommendations for senior leadership.

Your Expertise:

• 10+ years of experience in advanced analytics, data science, or applied quantitative analysis (industry experience required).
• Strong hands-on expertise in SQL and at least one programming language (Python or R).
• 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.
• 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.
• Strong analytical judgment, ability to balance rigor with speed and clearly communicate tradeoffs.
• Excellent communication skills with experience presenting to senior, non-technical audiences.
• Demonstrated ability to operate independently, manage multiple priorities, and deliver against agreed timelines.
• Experience in marketplace, product analytics, customer experience, or trust & safety contexts strongly preferred.

Your Location:

This position is US - Remote Eligible. The role may include occasional work at an Airbnb office or attendance at offsites, as agreed to with your manager. While the position is Remote Eligible, you must live in a state where Airbnb, Inc. has a registered entity. Click here for the up-to-date list of excluded states. This list is continuously evolving, so please check back with us if the state you live in is on the exclusion list

If your position is employed by another Airbnb entity, your recruiter will inform you what states you are eligible to work from.

Our Commitment To Inclusion & Belonging:

Airbnb is committed to working with the broadest talent pool possible. We believe diverse ideas foster innovation and engagement, and allow us to attract creatively-led people, and to develop the best products, services and solutions. All qualified individuals are encouraged to apply.

We strive to also provide a disability inclusive application and interview process. If you are a candidate with a disability and require reasonable accommodation in order to submit an application, please contact us at: [e-mail]. Please include your full name, the role you’re applying for and the accommodation necessary to assist you with the recruiting process.

We ask that you only reach out to us if you are a candidate whose disability prevents you from being able to complete our online application.

How We'll Take Care of You:

Our job titles may span more than one career level. The actual base pay is dependent upon many factors, such as: training, transferable skills, work experience, business needs and market demands. The base pay range is subject to change and may be modified in the future. This role may also be eligible for bonus, equity, benefits, and Employee Travel Credits.

Pay Range

$180,000 — $221,000 USD

Reasonable Accommodations:

We are committed to providing reasonable accommodations throughout the recruitment process for applicants with disabilities. If you need assistance, or an accommodation, please let your recruiter know once you are contacted about a role.