Machine Learning Scientist Ii
2 meses atrás
We believe that we are better together, and at Tripadvisor we welcome you for who you are. Our workplace is for everyone, as is our people powered platform. At Tripadvisor, we want you to bring your unique identities, abilities, and experiences, so we can collectively revolutionize travel and together find the good out there. The Tripadvisor Data Science Team is looking for an exceptional experienced individual to help lead the design and building next generation systems to understand our travelers and products to improve customer experience. Such work will allow a significant improvement in our ability to offer to travelers the broadest, most relevant travel products. This individual will have the opportunity to lead projects on the team, including those related to our core business of online ad auctions.
Tripadvisor is the web's leading travel information site. At Tripadvisor, the Data Science/Machine Learning Team creates systems that influence the travel decisions of millions of people per day. It applies cutting edge machine learning techniques to a wide variety of areas. To ensure continued success, Tripadvisor promotes a culture of personal development, including social activities, journal clubs, memberships in online learning resources, and participation in industry conferences. Have a great time while shaping the future of travel
What You'll Do: Seek out new opportunities to apply data science and machine learning to the business Hotels/Accommodation team online ad auction.Collaborate with other teams to solve problems and identify opportunities, managing priorities and deadlinesLead the design of machine learning models to solve a variety of core business problems in valuing and monetizing our ad trafficAutomate ETL pipelinesDesign, implement, test, deploy, and maintain scalable ML models and systems in production.Communicate progress and interpretation of experimental results to technical and business stakeholdersDesign AB tests and analyze their resultsDiscover new ways to analyze and interpret the dataLearn new skills and share your own knowledgeWork independently as well as collaborating with others.Skills and Experience: Masters in Computer Science, Engineering, Statistics, Economics or related field preferredAbility to write complex SQL queriesrack record of leading the deployment and maintenance of models3+ years of relevant, practical experienceKnowledge of AB test design and analysisExperience solving problems in some of the following areas: online ad auctions, binary classification problems, user LTVExperience with distributed computing: Snowflake, Apache Spark, Hadoop & HiveExperience building data pipelines with tools such as Kubeflow, Argo, JenkinsExperience deploying and maintaining models in cloud environments such as Amazon AWSExperience with model tracking and deployment tools such as MLFlow, Seldon, and SagemakerExperience following Software Engineering best-practices including source control, code reviews, CI/CD, and automated testingStrong communication capabilities with both technical and non-technical audiences.If you need a reasonable accommodation or support during the application or the recruiting process due to a medical condition or disability, please reach out to your individual recruiter or send an email to******and let us know the nature of your request. #LI-AMCVAY
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