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Finance Manager, Data Science - Analytics
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Expedia Group

Finance Manager, Data Science - Analytics

Onsite Seattle, WA, United States
Posted 20 minutes ago
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Watch this video to learn more about Expedia Group

Job Details

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.

Finance Manager, Data Science - Analytics

In this role, you will:

Design, architect, and implement advanced artificial intelligence (AI) and machine learning (ML) solutions to address complex business challenges in analytics, forecasting, customer insights, and operational optimization. Apply predictive modeling, regression modeling, natural language processing (NLP), text analytics, and statistical algorithms to analyze diverse datasets, including transactional, operational, and unstructured text data. Manage the full AI/ML lifecycle from defining problem statements and scoping projects to data acquisition, cleansing, feature engineering, algorithm selection, model training, hyperparameter tuning, validation, deployment, and ongoing monitoring. Develop and evaluate models using both modern AI/ML algorithms (NLP, Decision Tree, Random Forest, Gradient Boosting). Perform advanced data extraction and transformation from multiple sources to create high-quality datasets for model development. Utilize big data platforms (Hadoop, Spark, Hive) and cloud services (Azure, GCP) for scalable AI/ML processing and deployment. Design and conduct A/B testing, multivariate testing, and other experimental frameworks to measure model performance and inform business strategy. Create and deliver compelling visualizations and dashboards using Tableau, Matplotlib, and Seaborn to present AI/ML results to technical and non-technical audiences. Apply explainable AI (XAI) methods to ensure transparency, interpretability, and fairness in model predictions. Collaborate with cross-functional teams, including product, engineering, finance, and operations, to integrate AI/ML models into business workflows, enhancing decision-making, operational efficiency, and customer engagement. Mentor junior team members on AI/ML best practices, NLP techniques, predictive modeling, and data science methodologies, fostering a culture of innovation and continuous improvement. This position is not eligible for relocation benefits or assistance. May work remotely or from home 2 days/week; must live within commuting distance of Expedia office.

Experience and qualifications:

Employer will accept a Master’s degree in Computer Science, Mathematics, Data Science, Physics, Engineering, or a related field and 5 years of experience in the job offered or in a data-related occupation.

In the alternative, employer will accept a Bachelor’s degree in Computer Science, Mathematics, Data Science, Physics, Engineering, or a related field, followed by 7 years of progressive, post-baccalaureate experience in the job offered or in a data-related occupation.

Position requires:

1. Designing and applying AI/ML models and statistical methods using Python, R, SQL, and big data platforms.

2. Extracting and transforming data from various sources into structured datasets for advanced analytics and AI/ML applications.

3. Understanding of KPIs, business processes, and translating data into actionable insights.

4. Data visualization and storytelling through Tableau, Matplotlib, or Seaborn to communicate findings from AI/ML models.

5. Designing and executing A/B testing and experimental frameworks to evaluate model and business strategy performance.

6. Cloud-based AI/ML model deployment, monitoring, and data storage using platforms such as Azure and GCP.

7. Applying statistical concepts and methods to analyze and validate model outputs effectively.

8. Programming in Python or R for model development, data preprocessing, and analysis.

9. Knowledge of algorithms and frameworks for building predictive models, including NLP, Decision Tree, Random Forest, Gradient Boosting.

10. Cleaning and preparing datasets, including handling missing values, outliers, and performing feature engineering.

11. SQL and database systems to query, manage, and optimize datasets.

12. Natural Language Processing (NLP) and text analytics for classification, sentiment analysis, and pattern detection.

13. Big data frameworks such as Hadoop, Spark, and Hive for large-scale data processing.

14. Regression modeling for forecasting and trend analysis.

  • The total cash range for this position in Seattle is $196,914 to $220,000/year.

  • 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.

#LI-DNI

The total cash range for this position in Seattle is $137,500.00 to $192,500.00. Employees in this role have the potential to increase their pay up to $220,000.00, 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.

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, 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.
Company Details
Expedia Group
 Seattle, WA, United States
Work at Expedia Group

Why Expedia Group? Expedia Group, Inc. brands power travel for everyone, everywhere through our global platform. Driven by the core belief that... Read more

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