Machine Learning Engineer III
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Machine Learning Engineer III
Are you interested in making machine learning accessible to developers and non-technical users alike? Do you want to be part of a team building robust machine learning platform? Our mission is to reduce the time taken for EG (Expedia Group) to build and deploy models that will potentially impact millions of travelers across the US. Our work spans across a various steps in the Machine Learning Lifecycle including but not limited to Feature Engineering, Model Training and Model Deployment where possible. We use a diverse technology stack ranging from Java, Python, AWS, Kubernetes, Helm, Airflow, Spring Boot, Tensorflow and much more!
What you'll do:
Work in a cross-functional team of Machine Learning engineers while collaborating with Machine Learning Scientists to design and implement a multi-tenant Machine Learning system
Prototype creative solutions quickly by developing minimum viable products and work with seniors and peers in crafting and implementing the technical vision for the team
Communicate and work with geographically distributed cross functional teams
Participate in code reviews to assess overall code quality
Resolve problems and roadblocks as they occur with peers and help unblock junior members of the team
Define, develop, and maintain artifacts like technical design or partner documentation
Drive for continuous improvement within an agile development team
Support and troubleshoot any system issues as needed
Who you are:
University Degree in Software Engineering, Computer Science or in a related field; or equivalent related professional experience
Comfortable programming in Java, Python, Scala, Spark and/or Hive
Knowledgeable in Machine Leaning lifecycle from data gathering, labelling, feature engineering, model training, model evaluation, deployment and serving
Have experience in building real-time applications, preferably in Java and Python using frameworks like Spring boot and Flask
Familiar with cloud services (e.g., AWS) and workflow orchestration tools. (e.g. Airflow)
Have experience working with Agile/Scrum methodologies.
Have a decent understanding machine learning frameworks such as TensorFlow and Pytorch
Familiar with building UI components
Familiar with the e-commerce or travel industry
May not work on building models from scratch. However it is a plus if you understand how the model building lifecycle works
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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Employment opportunities and job offers at Expedia Group will always come from Expedia Group’s Talent Acquisition and hiring teams. Never provide sensitive, personal information to someone unless you’re confident who the recipient is. Expedia Group does not extend job offers via email or any other messaging tools to individuals to whom we have not made prior contact. Our email domain is @expediagroup.com. The official website to find and apply for job openings at Expedia Group is careers.expediagroup.com/jobs.
United States - Washington - Seattle
ID # R-78446
Job Accommodation Requests
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