Machine Learning Scientist II
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- Conduct exploratory data analyses, formulate machine learning problems, and build effective models.
- Partner with data and software engineering teams to deliver your solutions into production.
- Document the technical details of your work.
- Collaborate and brainstorm with other team members and across the company.
- Present your ideas and results to product management, stakeholders, and leadership teams in a clear and effective manner.
- Work with product management to understand business problems, identify challenges and machine learning opportunities, and scope solutions.
- Bachelor’s, Master’s, or PhD degree in a related technical field; or equivalent related professional experience
- Solid understanding of modern machine learning techniques, statistics, and hypothesis testing
- Hands-on experience with data wrangling, feature engineering, model building, and visualization
- Familiarity with Python and related machine learning tools, deep learning frameworks such as Keras, TensorFlow or PyTorch, and SQL-like query languages for data extraction, transformation, and loading
- Experience working with large data sets in a distributed computing environment such as Spark is a plus.
- Effective written and verbal communication skills
- Passion for solving interesting and impactful real-world problems using principled techniques and best practices.
About Expedia Group
Expedia Group (NASDAQ: EXPE) powers travel for everyone, everywhere through our global platform. Driven by the core belief that travel is a force for good, we help people experience the world in new ways and build lasting connections. We provide industry-leading technology solutions to fuel partner growth and success, while facilitating memorable experiences for travelers. Expedia Group's family of brands includes: Brand Expedia®, Hotels.com®, Expedia® Partner Solutions, Vrbo®, trivago®, Orbitz®, Travelocity®, Hotwire®, Wotif®, ebookers®, CheapTickets®, Expedia Group™ Media Solutions, Expedia Local Expert®, CarRentals.com™, and Expedia Cruises™.
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