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Internship

2023 Intern

Masters, Machine Learning Science

Posted on 10/28/2022

Expedia

Expedia

10,001+ employees

Travel booking and service platform

Consumer Software
Consulting

Seattle, WA, USA + 2 more

Category
AI & Machine Learning
Software Engineering
Required Skills
Python
Data Science
R
Apache Spark
SQL
Java
AWS
Scala
Apache Hive
Natural Language Processing (NLP)
Hadoop
C/C++
Data Analysis
Requirements
  • Onboarding:first week support with our Early Careers team, introductions to Expedia Group, laptop set up, meeting your intern cohort
  • Intern Bootcamp: role-specific technical and professional skills learning to help you get set up for success
  • Modeling rich and complex online travel data to understand, predict and optimize business metrics to help improve the traveler experience
  • Framing business problems as data science problems with a concrete set of tasks
  • Apply your domain (i.e. travel, online retail) knowledge, business acumen (understanding the underlying business objectives), and critical reasoning skills to your work
  • Must be available to commit to the full program dates- May 22nd, 2023 - July 28th, 2023 OR June 26th, 2023 -September 1st, 2023
  • Must be graduating between December 2023 and August 2024with a Master's degree in a technical, or analytical-related, subject such as Computer Science (with focus in areas like Artificial Intelligence, Machine Learning, Natural Language Processing, Data Mining, Data Science), Mathematics, Physics, Statistics, Operations Research, Electrical & Computer Engineering
  • Must have a 3.0 minimum cumulative G.P.A. (U.S. roles only)
  • Must bewilling to relocate to city of job location if outside commuting distance
  • Must have Python and/or Scala, SQL knowledge
  • Must haveno more than 2 years' professional experience
  • Helpful to have theoretical understanding various machine learning topics like Regression, Naïve Bayes, Deep Learning, Gradient Boosting, Random Forests, SVMs, Neural Networks
  • Helpful to have experience with programming, statistical, and querying languages like Python, R, SQL/Hive, Java
  • Helpful to have understanding of distributed file systems, scalable datastores, distributed computing and related technologies (Spark, Hadoop, etc.); implementation experience of MapReduce techniques, in-memory data processing, etc
  • Helpful to be familiar with cloud computing, AWS specifically, in a distributed computing context
  • Helpful to be able to effectively communicate and engage with a variety of partners (e.g., internal, external, technical, non-technical people)
Responsibilities
  • Social events: regular fun events for all interns to get to know each other during the program
  • Leadership Series:opportunities to directly ask questions and learn about the career journeys of our leaders during exclusive intern-only Q&A events
  • Learning Series: interactive workshops to build professional & soft skills, and to support development, including topics such as personal branding and mental wellness
  • Support: coaching and advice, provided by managers, navigators (buddies) and Early Careers
  • Project work: interns enjoy a great level of responsibility and complete incredible projects specific to their role profile based on our business needs
  • Applying statistics methods like confidence intervals, point estimates and sample size estimates to make sound and confident inferences on data and A/B tests
  • Applying Natural Language models to Google keyword analysis and applying meta models to our multi-objective ranking problem
  • Communicating complex analytical topics in a clean & simple way to multiple partners and senior leadership (both internal & external)
  • Conducting feature engineering and modifying existing models/techniques to suit business needs
  • Developing domain expertise in fraud & risk to understand how to detect risky transactions
Desired Qualifications
  • Helpful to have Java, R, C++, Hive, Hadoop, Microsoft SQL Server knowledge

Expedia Group operates in the travel industry, offering a wide range of services for travelers and travel-related businesses. It connects users with options for flights, hotels, car rentals, vacation packages, and activities through its various brands, including Expedia, Hotels.com, and Vrbo. Travelers can easily find and book trips that match their preferences and budgets. The company earns revenue primarily through commissions on bookings and advertising from travel service providers looking to promote their offerings. Additionally, Expedia Group supports its partners by providing access to valuable data and technology, helping them improve their operations and grow their businesses. The goal of Expedia Group is to create a seamless travel experience for users while maximizing the potential of its partners.

Company Stage

IPO

Total Funding

$3.3B

Headquarters

Bellevue, Washington

Founded

1996

Simplify Jobs

Simplify's Take

What believers are saying

  • Expedia's strategic partnerships, such as with Wells Fargo and Mastercard, can drive customer loyalty and increase revenue through co-branded credit cards.
  • The company's focus on sustainable travel initiatives positions it as a forward-thinking leader in the travel industry, appealing to eco-conscious travelers.
  • Expedia's extensive technological capabilities and data resources provide significant support to travel service providers, enhancing their operations and growth potential.

What critics are saying

  • The recent layoffs and restructuring efforts could lead to decreased employee morale and potential disruptions in service quality.
  • Legal challenges, such as the discrimination lawsuit, could harm Expedia's reputation and result in financial penalties.

What makes Expedia unique

  • Expedia Group's extensive portfolio of travel brands, including Expedia, Hotels.com, and Vrbo, allows it to cater to a wide range of clients, unlike competitors who may focus on niche markets.
  • The company's dual revenue streams from commissions and advertising provide a diversified income model, reducing dependency on any single source of revenue.
  • Expedia's partnerships with major financial institutions like Wells Fargo and Mastercard for co-branded credit cards enhance its loyalty programs and offer unique value propositions to customers.

Benefits

Competitive Paid Time Off

Travel Discounts

Healthcare Flexible Spending Accounts

Employee Assistance Program

Wellness & Travel Reimbursement

Workplace Accomodations

Medical, Dental, & Vision Insurance

Matching Gifts

New Parental Benefits

INACTIVE