Machine Learning- III

Job Description

ExpediaMachine Learning Engineer IIIAre you a Machine Learning Engineer who wants to work for a strong and creative online travel technology company Do you have a passion for creating platforms turning data into meaningful information with help of machine learning platforms Do you want to work with the latest ML technologies in the Data and AI ecosystem If any of those are true Expedia is looking for YOU! The Data and AI Platform Engineering Group at Expedia is looking for an expert, highly motivated, disciplined ML Engineer who can make an impact in creating a robust and scalable machine learning platform to be leveraged across EG. Our mission is to provide services and solutions that helps Expedia build reliable, cost-transparent, and optimized products and platforms. We work closely with Data Scientists in a fast-paced Agile environment to create and productionize algorithms and ML models that provide various insights to teams in Expedia. he team youd be working on is part of a larger CoE group DAPS (Data, AI, Platform and Systems) serving various brands with in Expedia and helping them with their AI/ML journey by building AI solutions. Currently, team is working on but not limited to Hotwire business problems which has a unique business model (opaque) in comparison to other OTAs which makes the journey even more interesting.It provides a unique opportunity to create innovations and ground-breaking change using cloud, big data and machine learning technologies. You will be able to incubate and experiment newer technologies and platforms to demonstrate value of machine learning and enable data consumptions at scale with agility. Bring passion and dedication to your job and theres no telling what you could accomplish.What youll do :

• You will work with the engineering teams to evaluate and design resilient, scalable, and highly available solutions for AI & ML platforms.
• Experiment, develop and productionize high quality machine learning services and platforms to make huge technology and business impact.
• Build data pipelines necessary to collect and curate data for training large scale machine learning models.
• Supervise the scaling and management of the machine learning lifecycle/ecosystem.
• Develop AutoML infrastructure for model selection and hyperparameter tuning.
• You will write code that is clean, maintainable, optimized, modular in a way that enables efficient and accurate translation into a data pipeline.
• Collaborate with and chip in to open source communities, both internally and externally.
• Stay up to date with the latest data science/ ML / AI technologies and techniques and identifying and advising how they can be utilized throughout the range of potential use cases.
• Mentor, share and make knowledge available inside and outside the team.

Who you are:

• 4-7 years of industry experience in data science or data engineering.
• 3 years of hands-on experience building ML models and deploying them to production
• Proficiency in multiple machine learning programming languages including Python, PySpark, or Scala
• Experience working with ML platforms (Databricks, SageMaker, MLFlow, KubeFlow etc.)
• Experience using and designing solutions on cloud infrastructure and services e.g AWS.
• Aptitude to independently learn new technologies and create solutions around them.
• Ability to handle large, complex problems in a rapidly changing environment and rallying the teams to solve it.
• Experience with continuous delivery, automated deployments, and related engineering practices.
• Active participant in technical community, such as blog posts, tech talks, open source contributions or data mining competitions.
• Experience in data processing using technologies like Spark or Spark Streaming is a must.

#LI-SS2About 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 Groups family of brands includes: Brand Expedia , Hotels.com , Expedia Partner Solutions, Vrbo , Egencia , trivago , Orbitz , Travelocity , Hotwire , Wotif , ebookers , CheapTickets , Expedia Group Media Solutions, Expedia Local Expert , CarRentals.com , and Expedia Cruises .2021 Expedia, Inc. All rights reserved. Trademarks and logos are the property of their respective owners. CST: *******-50Expedia is committed to creating an inclusive work environment with a diverse workforce. All qualified applicants will receive consideration for employment without regard to race, religion, gender, sexual orientation, national origin, disability or age.,

Keyskills :
big datadata miningopen sourcedata scienceonline traveldata processingmedia solutionsmodel selectionmachine learningtravel technologyagile environment