Machine Learning Scientist III
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Machine Learning Scientist III
Are you excited about solving real world problems using advanced machine learning at one of the largest online travel companies in the world? If so, we'd like to hear from you!
Expedia Group is looking for a Machine Learning Scientist to join our Search Data Science team. In this role, you will develop data-driven solutions and machine learning models that bring intelligence to various personalization aspects of our products for Search. You will contribute to highly visible features on our websites with direct impact to our travelers. With multiple brands and lines of businesses in our portfolio, Expedia Group has unparalleled and rich travel data and platform for you to explore new ideas and unlock significant value.
What you’ll do:
You will build end-to-end design of one step models based on detailed understanding of business requirements, including general approach, choice of algorithm and data sources
You will adapt and modify existing advanced models, techniques, and algorithms to suit specific business needs
You will solve a broad range of problems by applying theoretical and advanced statistical methods
You will write code in a way that enables efficient and accurate translation into a data pipeline
You will apply data visualization principles consistently resulting in clear and consistent outcomes
You will proactively contribute to cross team collaboration and lead alignment of work with broader initiatives tailoring messaging to audience and filters relevant communication.Collaborate with peers within and across teams, bearing team and company goals in mind
You will manage stakeholders with frequent communication and expectation management, meeting deadlines and minimizing surprises
Who you are:
Bachelor's, Master’s, PhD degree in a technical field; or equivalent related professional experience
Minimum 2 years of experience in building machine learning models in the industry
Worked in at least in 1 long term projects that span several quarters
Demonstrate in-depth understanding of modern machine learning theory and techniques
Have solid theoretical foundation, applies advanced statistical methods to a broad range of problems
Demonstrate significant experience in Python programming language and related machine learning tools. Familiar with deep learning frameworks such as TensorFlow or PyTorch, and SQL-like query languages for data extraction, transformation, and loading
Strong experience in application in an industrial setting and crafting robust solutions after a few iterations
Effective written and verbal communication skills
The total cash range for this position in Austin is $128,500 to $180,000. Employees in this role have the potential to increase their pay up to $205,500 , which is the top of the range, based on ongoing, demonstrated, and sustained performance in the role.
The total cash range for this position in Chicago is $118,000 to $165,500. Employees in this role have the potential to increase their pay up to $189,000, which is the top of the range, based on ongoing, demonstrated, and sustained performance in the role.The total cash range for this position in Seattle is $128,500.00 to $180,000.00. Employees in this role have the potential to increase their pay up to $205,500.00, which is the top of the range, based on ongoing, demonstrated, and sustained performance in the role.
Starting pay for this role will vary based on multiple factors, including location, available budget, and an individual’s knowledge, skills, and experience. Pay ranges may be modified in the future.
Expedia Group is proud to offer a wide range of benefits to support employees and their families, including medical/dental/vision, paid time off, and an Employee Assistance Program. To fuel each employee’s passion for travel, we offer a wellness & travel reimbursement, travel discounts, and an International Airlines Travel Agent (IATAN) membership.View our full list of benefits.
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®, Hotels.com®, Expedia® Partner Solutions, Vrbo®, trivago®, Orbitz®, Travelocity®, Hotwire®, Wotif®, ebookers®, CheapTickets®, Expedia Group™ Media Solutions, Expedia Local Expert®, CarRentals.com™, and Expedia Cruises™.
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Employment opportunities and job offers at Expedia Group will always come from Expedia Group’s Talent Acquisition and hiring teams. Never provide sensitive, personal information to someone unless you’re 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 careers.expediagroup.com/jobs.
United States - Illinois - Chicago
ID # R-80396-1
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