Magnet.me  -  Het slimme netwerk waarop hbo‑ en wo‑studenten hun baan of stage vinden.

Het slimme netwerk waarop hbo‑ en wo‑studenten hun baan of stage vinden.

Deze vacature is verlopen. Je kunt daarom niet meer liken of solliciteren.

Vergelijkbare vacatures bekijken

Machine Learning Engineer III

Geplaatst 25 mrt. 2024
Werkervaring
3 tot 7 jaar
Full-time / part-time
Full-time
Soort opleiding
Taalvereiste
Engels (Vloeiend)

Je carrière begint op Magnet.me

Maak een profiel aan en ontvang slimme aanbevelingen op basis van je gelikete vacatures.

Are you fascinated by machine learning and building robust machine learning pipelines which process massive amounts of data at scale and speed to provide crucial insights to the end consumers?

This is exactly what we, the Machine Learning Engineering Center Of Excellence in Expedia, do. Our mission is to partner with our Machine Learning Science counterparts to use AI/ML to collaboratively transform Expedia’s data assets into intelligent and real-time insights to support a variety of applications which are used by 1000+ market managers, analysts, our supply partners, and our travelers. Our work spans across a variety of datasets and ML models and across a diverse technology stack ranging from Spark, Sagemaker, Airflow, Databricks, Kubernetes, AWS and much more!

What you will do:

  • You will work in a cross-functional team of Machine Learning engineers and Machine Learning Scientists to design and code large scale batch and real-time ML pipelines
  • Prototype creative solutions quickly by developing minimum viable products and work with seniors and peers in crafting and implementing the technical vision for the team
  • Communicate and work with geographically distributed cross functional teams
  • Participate in code reviews to assess overall code quality and flexibility
  • Resolve problems and roadblocks as they occur with peers and help unblock junior members of the team. Follow through on details and drive issues to closure
  • Define, develop, and maintain artifacts like technical design or partner documentation
  • Drive for continuous improvement within an agile development team
  • Participate in user story creation in collaboration with the team
  • Support and troubleshoot data and/or system issues as needed

Who you are:

  • You have a degree in software engineering, computer science or a similar field.
  • You are comfortable programming in Python and Scala (or Java)
  • You have a good understanding of machine learning pipelines and machine learning frameworks such as TensorFlow and Pytorch and worked on real ML projects that have reached production environment
  • You are knowledgeable in Big Data technologies, in particular Hadoop, Hive, and Spark.
  • You have experience in building real-time applications, preferably in Spark
  • You are familiar with cloud services (e.g., AWS) and workflow orchestration tools (e.g., Airflow)
  • You have experience working with Agile/Scrum methodologies.

Nice to have:

  • You are familiar with the e-commerce or travel industry.

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™.

© 2021 Expedia, Inc. All rights reserved. Trademarks and logos are the property of their respective owners. CST: 2029030-50

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.

Our aim is to revolutionise travel through the power of technology! We are the largest online travel company in the world. Our travel brands offer adventure seekers the world’s most comprehensive selection of exciting travel backed by industry leading technology and a worldwide team of passionate employees who focus on creating the best travel experience for our customers. We power…


Our aim is to revolutionise travel through the power of technology! We are the largest online travel company in the world. Our travel brands offer adventure seekers the world’s most comprehensive selection of exciting travel backed by industry leading technology and a worldwide team of passionate employees who focus on creating the best travel experience for our customers. We power bookings for some of the world’s leading airlines and hotels, top consumer brands, high traffic websites, and thousands of active affiliates through Expedia Affiliate Network (EAN).

We love solving problems and creating ideas. We want to push the frontiers of technology and find the smartest solutions using our collective intelligence to simplify big ideas, relentlessly seek out opportunity, take risks, act with speed, and always find a way to get the job done.

Expedia, Inc.’s companies operate more than 150 travel booking sites in more than 70 countries, including Canada, the United Kingdom, Germany, France, Italy, Spain, the Netherlands, Norway, Sweden, Denmark, Australia, Japan, and China so we’re truly global in our outlook. We are looking for people that can demonstrate a focus on innovation and a passion for seeking new opportunities. We work with many brands under Expedia so we’re looking for people that can show commercial acumen and spot those crucial opportunities for growth. Our people have a curious mind and the courage and passion to challenge the status quo.

ICT
London
15.000 medewerkers

Dit zeggen medewerkers

Lukas Gatzke

Market Associate

Lukas Gatzke

Last year I conducted my final internship as part of my studies for Expedia in the market management team in the London office. After my 6 month internship I got offered a permanent fulltime position as Market Associate.
As a market associate I have a portfolio of…

Cecile Tarr

Market Associate Intern

Cecile Tarr

Every day is different, you learn new things or meet new people. The best part about Expedia is the freedom you have when it comes to your creativity. Your manager is always welcoming new ideas and lets you try it out and if you are lucky, it gets implemented globally!