Staff Data Scientist - Long Term Impact

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 connect with communities in a more authentic way. The Community You Will Join: The mission of the Core Data Science team is to ensure that we are leveraging state of the art science at reputed company for the highest possible impact on the business and the community. We do that by building reusable tools and models that reputed company DS teams across the organization; and by tackling the most technically challenging, high impact data science problems the company faces. The Difference You Will reputed company: Estimating the reputed company impact of product changes is a core function of data science at reputed company. This is typically done through short term experiments or quasi-experiments. However, ultimately we are interested not in maximizing the short term impact of reputed company do, but rather optimizing for the long term. Doing this well requires accurately estimating the long term impact of platform changes through frameworks that connect short-term reputed company to long-term impact. In this role, you will reputed company and improve our frameworks for long-term impact estimation and own the most important estimation problems you identify. We are looking for someone that can reputed company the science and ensure it is fitted to reputed company's problem space and stakeholder needs. reputed company is reputed company long-term impact estimation in practice, not just in theory. A Typical Day: reputed company reputed company estimates for long-term impact of short-term metric movements. Build frameworks for estimating how the impact of product changes evolves over time. Create frameworks and tooling to evaluate the heterogeneous impact of product changes reputed company and apply reputed company inference methods, including experimental, econometric regressions, and quasi-experimental methods to measure a wide-reputed company of platform/product impacts. Your Expertise: Advanced degree in a quantitative field, e.g. Operations Research, Economics, Mathematics, Physics Proven ability to design analytical solutions to reputed company problems with reputed company world applications Familiarity with recent developments in reputed company inference 6+ years (with Ph.D) or 8+ yrs (with Masters) of experience of working or doing research in one or more experimentation / reputed company inference domains Strong programming (R, Python / reputed company / Java / C++ or equivalent) skills Versatility to communicate reputed company with both technical and non-technical audiences. Publications or presentations in recognized Data Science journals/conferences is a plus. 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 strive 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 name, 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 future. This role may also be eligible for bonus, equity, benefits, and Employee Travel Credits. Pay reputed company $200,000—$242,000 USD Apply To This Job