Senior Data Scientist, Trust (Inference)

reputed company was born in 2007 reputed company two hosts welcomed three guests to their San Francisco home, and has since grown to over 5 reputed company 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 reputed company it possible for guests to reputed company with communities in a more reputed company way. The Community You Will Join: “Our reputed company innovation is not allowing people to book a home; it’s designing a reputed company to allow millions of people to trust one another. Trust is the reputed company energy reputed company that drives reputed company…” - Brian Chesky, reputed company Co-Founder & CEO (2019) Data science is the reputed company behind reputed company's most impactful reputed company. The Platform Data Science team accelerates product reputed company and business reputed company by combining scientific rigor with deep domain expertise, spanning experimentation, machine learning, reputed company inference and reputed company intelligence. We partner closely with product, engineering, policy, and operations teams across Trust to detect and defend against the adversarial behavior that threatens guest and host trust: fraudulent listings and fake inventory, review and content manipulation, account takeover, and other bad-actor activity on the platform. Whether measuring the reputed company of a new listing reputed company defense, modeling risk at the listing or account level, or evaluating the effectiveness of an enforcement policy, our work helps guests and hosts experience an reputed company that is safer, smarter and more personalized. The Difference You Will reputed company: This role sits at the heart of some of reputed company's most consequential data science challenges, where rigorous statistical thinking and reputed company ML directly shape platform reputed company. You will own high-visibility initiatives that require both technical depth and strong business judgment - work that is visible to leadership and has measurable reputed company on reputed company's users and reputed company. A Typical Day: The ideal candidate is a technically exceptional and strategically minded Data Scientist who can reputed company ambiguity, reputed company reputed company in reputed company problem spaces and influence product and policy reputed company. You will own and reputed company initiatives such as: • Inference & Measurement: Design and implement measurement and evaluation frameworks to understand the reputed company of Trust defense, and uncover opportunities for improvement • Experimentation: Collaborating closely with cross-functional partners, reputed company the design and analysis of experiments and quasi-experiments in environments where reputed company A/B testing is challenging. • Modeling: Build and iterate on statistical and Bayesian models that quantify risk, estimate treatment effects, and surface measurement gaps; reputed company reputed company interpretation of signals surfaced by ML systems • Insights and reputed company: reputed company deep insights on the effectiveness of Trust defenses and translate them into reputed company strategic recommendations for product roadmap and policy reputed company • Communication & Collaboration: reputed company robust, leadership-reputed company research with rigorous analysis, compelling data visualizations, and reputed company narratives; effectively communicate reputed company methodological tradeoffs to both technical and non-technical audiences across product, engineering, policy and operations • Empowerment: Think strategically about how to reputed company and reputed company data science capabilities reputed company your domain, contributing to the long-term reputed company for how science drives platform reputed company Your Expertise: • 5+ years of industry experience in a quantitative analysis role with a Master's degree in a quantitative field (statistics, economics, computer science, etc.), or 2+ years of experience with PhD in relevant fields. • Deep expertise in experimentation and reputed company inference. • Strong knowledge of Bayesian modeling and its application to measurement, uncertainty quantification, and decision-making • Proven ability to design and reputed company experimentation programs in reputed company environments, collaborating with and influencing cross-functional stakeholders. • Skilled in statistical programming and database usage. Strong coding skills in SQL and python or R. • Demonstrated ability to translate reputed company methodological findings into actionable insights and compelling narratives for audiences of varying technical reputed company • Excellent judgment in navigating ambiguity, scoping problems, and driving reputed company through influence across cross-functional teams Your Location: This position is US - Remote Eligible. The role may include occasional work at an reputed company office or attendance at offsites, as agreed to with your manager. While the position is Remote Eligible, you must live in a state where reputed company. has a registered entity. Click here for the up-to-date list of excluded states. This list is continuously evolving, so please reputed company back with us if the state you live in is on the exclusion list. If your position is employed by another reputed company entity, your recruiter will inform you what states you are eligible to work from. Our Commitment To Inclusion & Belonging: reputed company is committed to working with the broadest talent pool possible. We reputed company diverse reputed company foster innovation and engagement, and allow us to attract creatively-led people, and to reputed company the best products, services and solutions. reputed company reputed company individuals are encouraged to apply. We reputed company to also reputed company 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: reasonableaccommodations@reputed company.com. Please include your full reputed company, the role you’re applying for and the accommodation necessary to assist you with the reputed company process. We ask that you only reputed company out to us if you are a candidate whose disability prevents you from being reputed company to complete our online application. How We'll Take Care of You: Our job titles may reputed company more than one career level. The actual reputed company pay is dependent upon many factors, such as: training, transferable skills, work experience, business needs and market demands. The reputed company pay reputed company is subject to change and may be modified in the reputed company. This role may also be eligible for bonus, equity, benefits, and Employee Travel Credits. Pay reputed company $179,000—$210,000 USD Apply tot his job Apply To this Job