Machine Learning Engineer II
- Expedia Group
- 3 - 4 years
- Noida, Gurugram
- 1 day ago
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Job Description
Our Supply and Market Place division is sourcing the best possible inventory and content from our partners, generating the best prices and customer experience, and ensuring our supply is transacted fairly across our marketplace. This division builds innovative products, services, and tools to deliver high-quality experiences for partners and travellers both. The goal of SPX (Supply Partner Experience) org is to delight partners by connecting them to the right travellers. we'll do that by building an adaptive experience that provides data and ML driven opportunities to our partners to help them grow their business. As part of Scout team we computes, organizes and streams the recommended actions for EGs supply partners with the ultimate goal of maximizing the returns for their time investment on Expedia Marketplace. Plus we also tracks partners reactions to these recommendations to continuously learn & evolve. Our team works very closely with Machine Learning Scientists in a fast-paced Agile environment to create and productionize algorithms that directly impacts the partners of Expedia
In this role, you will:
- Work in a cross-functional geographically distributed team of Machine Learning engineers and ML Scientists to design and code large scale batch and a few real-time data pipelines on the Cloud.
- 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
- Actively participate in all phases of the end-to-end ML model lifecycle (includes feature engineering, model training, model scoring, model validation) for enterprise applications projects to tackle sophisticated business problems in production environments
- Collaborate with global team of data scientists, administrators, data analysts, data engineers, and data architects on production systems and applications
- Collaborate with cross-functional teams to integrate generative AI solutions into existing workflow systems.
- Participate in code reviews to assess overall code quality and flexibility.
- Define, develop and maintain artifacts like technical design or partner documentation
- Maintain, monitor, support and improve our solutions and systems with a focus on service excellence
Experience and qualifications:
- Degree in software engineering, computer science, informatics or a similar field
- Experience: 3+ years if Bachelors, 1+ year if you are Masters
- Comfortable programming in Python(Primary) and Scala(Secondary).
- Hands-on experience with OOAD, design patterns, SQL and NoSQL
- Knowledgeable in big data technologies, in particular Spark, Hive, Hue and Databricks
- Experience in developing and deploying Batch Inferencing applications.
- You have a good understanding of machine learning pipelines and ML Lifecycle.
- Have good understanding of both traditional ML Algos and Gen-AI tools/tech-stack.
- Experience of using cloud services (eg AWS)
- Experience with workflow orchestration tools (eg Airflow)
- Passionate about learning, especially in the areas of micro-services, system architecture, Data Science and Machine Learning.
- Experience working with Agile/Scrum methodologies
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Machine Learning EngineerEmployement Type: Full timeContact Details:
Company: Expedia GroupLocation(s): Noida, Gurugram+ View Contact
Keyskills: System architecture Prototype NoSQL Enterprise applications OOAD Machine learning SQL Python
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Expedia Group
We are travelers and technologists. We work across time zones, hemispheres, cultures and languages. Were used to breaking things down and building them back up again, until theyre even better. We know travel can be hard, but we also know that its worth it, every time. And because we believe travel i...
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