Machine Learning Scientist Ii - Gurugram, Haryana, India - Expedia Group

Expedia Group

Verified Company

Gurugram, Haryana, India

1 week ago

Posted by:

Deepika Kaur

beBee Recuiter

Description

Machine Learning Specialist II

This role sits centrally within the Product & Technology division but with a focus on building ML solutions to power Expedia Groups B2B Business.

You will join a team that builds end-to-end ML solutions for ranking problems, recommendation engines as well as optimizing our pricing and commission offerings contributing substantial value for our partners and for EG.

We embrace test and learn by continuously experimenting, analyzing and improving our algorithms which has helped the B2B business become one of the fastest growing at Expedia Group.

What you will do:

Communicating complex analytical topics in a clean & simple way to multiple partners and senior leadership (both internal & external)
Conducting feature engineering and modifying existing models/techniques to suit business needs
Modeling rich and complex online travel data to understand, predict and optimize business metrics to help improve the partner experience
Framing business problems as data science problems with a concrete set of tasks
Collaborate with technology and business divisions as appropriate
Articulate solutions, methodologies and frameworks concisely to both technical and nontechnical partners

Who you are:

Must have a base knowledge of ML techniques like Regression, Naïve Bayes, Gradient Boosting, Random Forests, SVMs, Neural Networks, and NLP
Must have some experience with a programming, statistical, and/or querying languages like Python, R, SQL/Hive, Java
Helpful to understand distributed file systems, scalable datastores, distributed computing and related technologies (Spark, Hadoop, etc.); implementation experience of MapReduce techniques, inmemory data processing, etc.
Helpful to be familiar with cloud computing, AWS specifically, in a distributed computing context
Helpful to be able to effectively communicate and engage with a variety of partners (e.g., internal, external, technical, nontechnical people)

About Expedia Group
2021 Expedia, Inc. All rights reserved. Trademarks and logos are the property of their respective owners.

CST:
Expedia iscommittedto creating an inclusive workenvironmentwith a diverse workforce.

All qualified applicants will receive consideration for employment without regard to race, religion, gender, sexual orientation, national origin, disability or age.