Join to apply for the Machine Learning Scientist II - Pricing Optimization & Causal Modeling role at Expedia Group
Join to apply for the Machine Learning Scientist II - Pricing Optimization & Causal Modeling role at Expedia Group
Expedia Group brands power global travel for everyone, everywhere. We design cutting-edge tech to make travel smoother and more memorable, and we create groundbreaking solutions for our partners. Our diverse, vibrant, and welcoming community is essential in driving our success.
Why Join Us?
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 flexible work model (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.
Expedia Technology teams partner with our Product teams to create innovative products, services, and tools to deliver high-quality experiences for travelers, partners, and our employees. A singular technology platform powered by data and machine learning provides secure, differentiated, and personalized experiences that drive loyalty and traveler satisfaction.
Introduction to team
Our Expedia Product & Technology division builds innovative products, services, and tools to deliver high-quality experiences for travelers, partners, and our employees. A unified, singular technology platform powered by data and machine learning provides secure, differentiated, and personalized experiences for the traveler and our partners that drive loyalty and customer satisfaction.
The Machine Learning Scientist II role sits on the Pricing Machine Learning team in the Expedia Product & Technology division of Expedia Group. At the heart of the 3-side marketplace (the traveler, the property owners and the platform), this team develops and optimizes pricing models with state-of-the-art machine learning techniques to power Expedia competitiveness for the multiple brands and lines of business in our portfolio.
In this role, your expertise and passion for innovation, developing cutting-edge technology and implementing industry-leading solutions, will improve the experience of millions of travelers and travel partners each year. This is an applied research role: your models will be deployed to our production systems, and your results will be measured objectively via A/B testing, directly impacting our business results. We collaborate closely with the analytics, product, and engineering teams.
Machine Learning Scientist II
In this role, you will:
* Work with product management to understand business problems, identify challenges and machine learning opportunities, and scope solutions
* Conduct exploratory data analyses, formulate machine learning problems, and build effective models
* Partner with data and software engineering teams to deliver your solutions into production
* Document the technical details of your work
* Present your ideas and results to product management, stakeholders, and leadership teams in a clear and effective manner
* Collaborate and brainstorm with other team members and across the company
Minimum Experience And Qualifications
* Master's degree or Ph.D. in Computer Science, Statistics, Math, Engineering, or related technical field; or equivalent related professional experience
* Solid understanding of modern machine learning techniques, statistics, and hypothesis testing. Preferred: You have experience in pricing systems.
* Hands-on experience with data wrangling, feature engineering, model building, and visualization
* Expertise with Python and related machine learning tools, deep learning frameworks such as TensorFlow, PyTorch, CatBoost, XGBoost, etc… and SQL-like query languages for data extraction, transformation, and loading
Preferred Qualifications
* Experience in pricing systems
* Experience working with large data sets in a distributed computing environment such as Spark
* Passion for solving interesting and impactful real-world problems using principled techniques and best practices
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.
Accommodation requests
If you need assistance with any part of the application or recruiting process due to a disability, or other physical or mental health conditions, please reach out to our Recruiting Accommodations Team through the Accommodation Request.
We are proud to be named as a Best Place to Work on Glassdoor in 2024 and be recognized for award-winning culture by organizations like Forbes, TIME, Disability:IN, and others.
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. 2024 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 with 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.
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, religion, gender, sexual orientation, national origin, disability or age.
Seniority level
* Seniority level
Mid-Senior level
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