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Senior Machine Learning Scientist
Location: IN-Other Karnataka
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Job DescriptionIf you need assistance during the recruiting process due to a disability, please reach out to our Recruiting Accommodations Team through the Accommodation Request form (link removed) This form is used only by individuals with disabilities who require assistance or adjustments in applying and interviewing for a job. This form is not for inquiring about a position or the status of an application. Are you passionate about using machine learning to improve Customer Experience Would you like to work in the fast-paced, competitive, customer-focused, and data-rich world of online travel Our Machine Learning and Data Science team are growing! We are looking to hire researchers and data scientists interested in breaking new ground to tackle some of the most complex computational problems in the travel domain. The focus of your job will be on developing state-of-the-art machine learning algorithms to power various aspects of highly complex travel searches, recommendations and advertising. While. building these models we deal with substantial technical challenges, from inference problems that arise due to sparse data, to solving complex optimization problems impacted by the highly dynamic travel market and user behaviour. Your passion for the craft of statistics, optimization, and machine learning will help unlock tangible growth for our business by exploiting these data sets and building effective solutions for travellers and travel partners. Who You Are: Provide technical leadership, identify key business challenges and opportunities, and develop end-to-end software solutions using machine learning and optimization methods. Model rich and complex online travel data to understand, predict and optimize key performance indicators. Develop end-to-end software solutions using machine learning and optimisation methods. Document technical details of your work. Collaborate with stakeholders, partners, and engineering team to ensure that solutions meet business needs, permit valid inferences, and have functional feasibility. Who You Are: PhD or MS in computer science, statistics, or equivalent quantitative fields with a background in both machine learning and software development or equivalent experience. 6+ years of experience applying Machine Learning in an industry setting. Mentoring experience mentoring junior scientists Excellent grasp of statistical concepts and methods Fluent in Python/R and PySpark Solid understanding and experience in database technologies, including SQL and NoSQL Strong communication skills both written and oral Hands-on experience with deep-learning technologies is a plus. Experience with distributed version control i.e. git or mercurial is a plus. Knowledge of A/B test design, implementation and evaluation is a plus. Experience and application of optimisation techniques such as linear programming or meta-heuristics is a plus. Experience with data visualization tools and packages is a plus. 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, (link removed), Expedia Partner Solutions, Vrbo, trivago, Orbitz, Travelocity, Hotwire, Wotif, ebookers, CheapTickets, Expedia Group Media Solutions, Expedia Local Expert, (link removed), and Expedia Cruises. 2021 Expedia, Inc. All rights reserved. Trademarks and logos are the property of their respective owners. CST: hidden_mobile-50 Employment opportunities and job offers at Expedia Group will always come from Expedia Groups Talent Acquisition and hiring teams. Never provide sensitive, personal information to someone unless youre 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 (link removed)/jobs (link removed) 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 Employement Category:Employement Type: Full time Industry: Others Role Category: Application Programming / Maintenance Functional Area: Not Applicable Role/Responsibilies: Senior Machine Learning Scientist
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