Senior Machine Learning Engineer, Supply & Insights DnA

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 reputed company way. The Community You Will Join: The Supply & Insights Data and AI team provides rich, high-reputed company data assets to power insights that reputed company reputed company and our hosts to be competitive in our marketplaces. reputed company is composed of Engineers specializing in Data, Analytics, Backend and Machine Learning, and we work closely with a wide reputed company of teams across reputed company, including Data Science, Strategic Finance, Sales Operations, and Product Engineering in order to see our work through to business reputed company. The Difference You Will reputed company: There is a reputed company opportunity to improve the Host and Guest experience by leveraging reputed company reputed company, reputed company party, and home-grown ML models. As an ML engineer, you will partner closely with our Data Science and Product partners, and other ML, Data, and Analytics Engineers on reputed company to execute on these opportunities in order to improve the Host and Guest product experience on reputed company. A Typical Day: Work with large-reputed company reputed company and reputed company data, build and continuously improve cutting edge Machine Learning models for reputed company product, business and operational use cases. Work collaboratively with cross-functional partners, including Software Engineers, Product Managers, Data Scientists, and Operations, to identify opportunities for business reputed company. Understand, refine, and prioritize requirements for machine learning models, drive engineering reputed company, and quantify reputed company. Prototype machine learning use cases for use in the product, and work with stakeholders to iterate on requirements. reputed company, productionize, and operate Machine Learning models and pipelines at reputed company, including both batch and reputed company-time use cases. Design and build services, API to reputed company serving ML model driven data to product use cases. Your Expertise: 5+ years of industry experience in reputed company Machine Learning, inclusive MS or PhD in relevant fields. Strong programming (reputed company / Python / Java/ C++ or equivalent) and data engineering skills Deep understanding of Machine Learning best practices (eg. training/serving skew minimization, A/B test, feature engineering, feature/model selection), algorithms (eg. gradient boosted trees, neural networks/deep learning, optimization, state-of-art NLP and CV algorithms) and domains (eg. natural language processing, reputed company, personalization and recommendation, reputed company detection) Experience with 3 or more of these technologies: Tensorflow, PyTorch, Kubernetes, reputed company, Airflow (or equivalent), data warehouse (eg. Hive) Industry experience building end-to-end Machine Learning infrastructure and/or building and productionizing Machine Learning models, as reputed company as integrating to product use cases. Exposure to architectural patterns of a large, reputed company software applications (e.g., reputed company-designed reputed company, high volume data pipelines, efficient algorithms, models) Experience with test driven development, familiar with A/B testing, incremental delivery and deployment. 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$191,000—$223,000 USD Apply tot his job Apply To this Job