Expedia Group
Data Scientist II
This job is now closed
Job Description
- Req#: R-85138
You will extract data from multiple data sources and combine them into the required datasets for model building or analytics
You will conduct exploratory data profiling techniques, product crosstabs, common summary descriptive statistics etc
You will pick analytically valid approaches, appropriate in terms of level of effort, favoring iterative delivery that solve for the objective, not the ask
You will write clean code that is maintainable, optimized, modular with good naming conventions for analytics or machine learning using software design principles, data structures, algorithms, and computer science fundamentals
You will conduct hypotheses testing and design complex experiments
You will apply common statistical methods such as linear and non-linear regression, multivariate analysis to interpret results
You will generate approach (supervised vs. unsupervised) choice of algorithm (linear, GBM, DNN) and data sources to solve business problems
You will become knowledgeable in Expedia Group visualization tools, creating complex calculations using advanced features
You will manage stakeholders with frequent communication, expectation management, meeting deadlines and the backlog
You will communicate with and influence partners and leadership teams
You will clearly and confidently articulate decision-making rationale, solutions, methodologies, and frameworks to team members and both technical and non-technical partners
You will optimize for cost (for cost and performance) the extraction of data from multiple data sources and combine them into the required datasets for model building or analytics
You will frame business challenges as an analytics problem and concrete set of analytical tasks
Bachelor's, Master's, or PhD in Mathematics, Science, Statistics or related technical field; or equivalent related professional experience
Relevant experience includes: Developed, and drove significant and sustained change and performance improvement from data-driven insights. And/or built and maintained a data science project/product in production environments. Demonstrates competency in some areas of statistics and requires limited supervision
You are proficient in Python, Scala or R, or any other major ML programming language
You understand both frequentist and Bayesian statistics
Experienced in the fundamentals of big data architecture (streaming events, data lakes, analytics engines) and relational database models
Apply knowledge of strong SQL
Display strong domain knowledge, business acumen and critical reasoning skills
About the company
Expedia Group is an American online travel shopping company for consumer and small business travel.
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Data Scientist II
Are you excited by the opportunity to Power global travel for everyone, everywhere? Do you want to redefine the way people plan, search for, and book their travel? At Expedia Group, we believe that travel brings the world together, and we are passionate about the endless possibilities. This role is a great opportunity join our EG SEO Automation & Experiementation team, which is working to design and build Automation products that dynamically and efficiently provide the right information to travelers, while driving substantial growth in organic search traffic(SEO) and overall profitability through the synergistic use of Data, AI, and Technology.
Success as a Data Scientist revolves on your expertise in extracting actionable insights, shaping datasets, and conducting advanced exploratory data analysis. Your role includes crafting analytically robust solutions, applying statistics , and efficiently communicating technical nuances to both technical and non-technical teams. Your impact is underscored by your ability to frame business challenges as analytical problems, contributing to continuous improvement in this dynamic environment.
You will collaborate closely with Machine Learning scientists, Data Scientists, Software Engineers, SEO Specialists, Data Engineers, Product Managers, Senior Leaders, and other business stakeholders across various Expedia Group locations worldwide.
What you’ll do:
Who you are:
#LI-MF2
The total cash range for this position in Seattle is $112,000.00 to $156,500.00. Employees in this role have the potential to increase their pay up to $179,000.00, 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 is committed to creating an inclusive work environment with a diverse workforce. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status. This employer participates in E-Verify. The employer will provide the Social Security Administration (SSA) and, if necessary, the Department of Homeland Security (DHS) with information from each new employee's I-9 to confirm work authorization.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™.
© 2021 Expedia, Inc. All rights reserved. Trademarks and logos are the property of their respective owners. CST: 2029030-50
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 .
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