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based on 276 Reviews

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36 Expedia Group Jobs

Machine Learning Operation Engineer III (ML_OPS)

5-10 years

Gurgaon / Gurugram

1 vacancy

Machine Learning Operation Engineer III (ML_OPS)

Expedia Group

posted 1mon ago

Job Role Insights

Flexible timing

Job Description

To shape the future of travel, people must come first. Guided by our Values and Leadership Agreements, we foster an open culture where everyone belongs, differences are celebrated and know that when one of us wins, we all win.
We provide a full benefits package, including exciting travel perks, generous time-off, parental leave, a global hybrid work setup (with some pretty cool offices), and career development resources, all to fuel our employees passion for travel and ensure a rewarding career journey. we're building a more open world. Join us.
Machine Learning Operation Engineer III (ML-OPS)
Are you fascinated by machine learning and building robust machine learning pipelines which process massive amounts of data at scale and speed to provide crucial insights to the end consumers?
This is exactly what we, the Machine Learning Engineering group in Expedia, do. Our mission is to partner with our Machine Learning Science counterparts to use AI/ML to collaboratively transform Expedia s data assets into intelligent and real-time insights to support a variety of applications which are used by 1000+ market managers, analysts, our supply partners, and our travelers. Our work spans across a variety of datasets and ML models and across a diverse technology stack ranging from Spark, Sagemaker, Airflow, Databricks, Kubernetes, AWS and much more!
Who you are:
  • Degree in software engineering, computer science, informatics or a similar field.
  • Comfortable programming in Scala, Python or Java and have hands-on experience in OOAD, design patterns, SQL and NoSQL.
  • Should have experience on MLOPS, ML Lifecycle, and Deployment of ML Models.
  • You will be involved in ML-OPS and this role will not involve in creating ML Models.
  • Knowledgeable in Hadoop-ecosystem technologies, in particular Hadoop, Hive, and Spark.
  • Passionate about learning, especially in the areas of microservices, design patterns, system architecture, Data Science and Machine Learning.
  • Experience of using cloud services (eg AWS)
  • Experience working with Agile/Scrum methodologies.
  • High-level understanding Machine learning pipelines
  • Experience with machine learning frameworks such as TensorFlow
  • Experience in crafting real-time streaming applications, preferably in Spark, and Kafka/KStreams.
  • Familiar with workflow management tools (eg Airflow)
What you will do:
  • 5+ Years of experience working in Machine learning Operation role.
  • Work in a cross-functional team of Machine Learning engineers and Data scientists to design and code large scale batch and real-time data pipelines on the AWS.
  • Prototype creative solutions quickly by developing minimum viable products and work with seniors and peers in crafting and implementing the technical vision of the team
  • Communicate and work effectively with geographically distributed cross functional teams
  • Participate in code reviews to assess overall code quality and flexibility
  • Resolve problems and roadblocks as they occur with peers and help unblock junior members of the team. Follow through on details and drive issues to closure
  • Define, develop and maintain artifacts like technical design or partner documentation
    Drive for continuous improvement in software and development process within an agile development team
  • Participate in user story creation in collaboration with the team
  • Support and troubleshoot data and/or system issues as needed

Employment Type: Full Time, Permanent

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People are getting interviews at Expedia Group through

(based on 35 Expedia Group interviews)
Job Portal
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Company Website
Recruitment Consultant
23%
20%
17%
17%
6%
17% candidates got the interview through other sources.
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What people at Expedia Group are saying

What Expedia Group employees are saying about work life

based on 276 employees
84%
82%
63%
85%
Flexible timing
Monday to Friday
No travel
Day Shift
View more insights

Expedia Group Benefits

Free Transport
Cafeteria
Health Insurance
Work From Home
Team Outings
Free Food +6 more
View more benefits

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Expedia Group Gurgaon / Gurugram Office Location

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Gurgaon / Gurugram, Haryana Office
Expedia, 3rd to 5th floor, Tower C, DLF Cyber Park, Plot no 405B, ​​​​​​​Udyog Vihar, Phase III, Gurgaon 122008 Gurgaon / Gurugram, Haryana

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