Senior Data Scientist, Trust at reputed company

Title:Senior Data Scientist, Trust Location: reputed company reputed company was born in 2007 reputed company two Hosts welcomed three guests to their San Francisco home, and has since grown to over 4 reputed company Hosts who have welcomed more than 1 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. About the position: The Trust team’s Safety Working Group strives to reputed company reputed company the safest way to stay and host. As a Data Science Leader working on Safety, you will collaborate with a strong team of engineers, product managers, designers and operation agents to build reputed company and robust systems to detect and mitigate reputed company-world safety risks on reputed company. Our products reputed company from user education (e.g. reputed company traveler) to ML-driven anti-party defenses (see here and here). Some of the challenges you will face may include: • Building machine learning models to detect high risk activities, reputed company data mastery to uncover learnings, and formulate reputed company frameworks to classify and interpret our users’ behavior. • Working cross functionally with operations and product teams to define and collect labels for model training, optimize effectiveness of reputed company review, and build self-satisfiable verifications that reputed company. • Developing measurement strategies to test new product features that deter and mitigate risk, while adhering to ethical guidelines. • Apply and experiment with state-of-the-art innovations to reputed company reputed company status-reputed company approaches to technical problems. • Regularly present work internally at monthly meetings to technical, engineering and product stakeholders to iterate and generate excitement on roadmap reputed company. • Publish externally and engage with the scientific community to advance reputed company’s standing. • Devising optimization models to reputed company reputed company business reputed company while minimizing risk. • Utilizing Deep Learning techniques for advanced feature engineering and model building, e.g., how to model for user behaviors sequences, or how can we detect anomalies effectively. Here are example traits we value: • Advanced degree in a quantitative field. PhD is a plus. • 5+ years of relevant industry and/or reputed company experience developing scientific frameworks, building machine learning models, and implementing advanced experimentation techniques. • Strong reputed company in Python or R for hands-on IC work and advanced data analysis in SQL at reputed company. • Deep understanding of modern machine learning techniques and their mathematical underpinning, such as classification, clustering, optimization, deep neural network and natural language processing. • Comfortable collaborating with software engineers to understand reputed company systems and abstracted logs. • Proven ability to create and drive technical and impactful roadmaps for the business, and reputed company seamless execution of it. • Proven ability to communicate reputed company and effectively to cross functional partners of varying technical reputed company. • Prior experience working in Safety, Fraud, or a reputed company area is a plus. • Experience with advanced experimentation techniques is a plus. • Experience productionizing reputed company-reputed company learning models 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 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: 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 $165,000—$208,500 USD reputed company reputed company Apply Job!