We are looking for Machine Learning engineers to join our growing team. In this role, you'll have the opportunity to work on challenging data problems, including:
* Large scale Machine Learning infrastructure that powers our Search ranking models. * Natural Language Processing to understand text content on Airbnb platform, including reviews, descriptions and interactions between users on our marketplace. * Identifying suspicious transactions and malicious users for Trust and Safety. * Determining the optimal pricing strategies to help our Hosts effectively manage their listings and achieve their revenue goals. * Modeling demand and supply situation in real time to optimize the overall market efficiency and give valuable insights to the Hosts. * Clustering of users and listings to enable more intelligent matching.
We are looking for engineers with:
* 10+ years of industry experience or a PhD + 6 years industry experience * Solid engineering and coding skills. Ability to write high performance production quality code. Experience in Java, C++, Python, Scala and other equivalent languages is a plus. * Industry experience building and productionizing innovative end-to-end Machine Learning systems. * Good understanding of common families of models, feature engineering, feature selection and other practical machine learning issues, such as overfitting. * Experience with MapReduce, Spark and Hive a plus.
* Stock * Competitive salaries * Quarterly employee travel coupon * Paid time off * Medical, dental, & vision insurance * Life insurance and disability benefits * Fitness Discounts * 401K * Flexible Spending Accounts * Apple equipment * Commuter Subsidies * Community Involvement (4 hours per month to give back to the community) * Company sponsored tech talks and happy hours * Much more...
Airbnb is a company that provides an online marketplace and hospitality services.