Machine Learning Engineer II

| Austin | Hybrid
Sorry, this job was removed at 2:28 p.m. (CST) on Wednesday, November 18, 2020
Find out who's hiring in Austin.
See all Data + Analytics jobs in Austin
Apply
By clicking Apply Now you agree to share your profile information with the hiring company.

Expedia is the global leader in travel. From the practical matters of booking flights, cars, hotels, packages, local activities, or vacation rentals to the realization of dreams and bucket lists, we cover the entire breadth of this deep and varied relationship. We team up with our partners to provide outstanding offers to our customers. Some of our partners are huge brands, and some are individuals with a studio apartment to rent. Our customers are diverse, and we seek to deliver value and a great experience. Our technical challenges are endlessly complex and yet meaningful and exciting.

 

As a Machine Learning Engineer within the Expedia Group’s Machine Learning Engineering Guild, you will develop applications in various areas such as conversations, image recognition, price forecasting, reinforcement learning, and core infrastructure work.

 

What you'll do:

  • Work closely with Data Scientists to implement algorithms and models that are tuned for use in production and on our website.
  • Implement models that can provide high throughput and low latency on our platform.
  • Build test cases, instrument monitoring, and CI/CD on each of the models before deploying.
  • Work through integration with frontend or backend teams to deliver models in production.
  • Be able to assess tradeoffs with model performance with system performance concerns.

 

Who you are:

  • 2+ years of software development experience.
  • Solid expertise in Python development. Experience in Scala, Java, or C++ a plus.
  • Familiarity with Python libraries such as: numPy, pandas, scikit-learn, TensorFlow, PyTorch
  • Fundamentals in SQL. Experience in Spark, Hive, Presto a plus.
  • Experience in working with Agile software development (Scrum, git, etc)
  • Experience in microservice design (REST) and streaming architectures such as Kafka
  • Experience with Docker and CI/CD pipelines
  • Experience with Cloud platforms such as AWS (S3 and EC2) or Google Cloud.
  • Understanding the fundamentals of feature ETL, model training, and evaluating models.
  • Some experience or demonstrated projects in at least one subfield of ML such as: NLP, vision, reinforcement learning, forecasting, etc.
  • Intellectual curiosity and drive to know the latest tools and research in the field.

 

Why join us:

Expedia Group recognizes our success is dependent on the success of our people. We are the world's travel platform, made up of the most knowledgeable, passionate, and creative people in our business. Our brands recognize the power of travel to break down barriers and make people's lives better – that responsibility inspires us to be the place where exceptional people want to do their best work, and to provide them to tools to do so.

 

Whether you're applying to work in engineering or customer support, marketing or lodging supply, at Expedia Group we act as one team, working towards a common goal; to bring the world within reach. We relentlessly strive for better, but not at the cost of the customer. We act with humility and optimism, respecting ideas big and small. We value diversity and voices of all volumes. We are a global organization but keep our feet on the ground so we can act fast and stay simple. Our teams also have the chance to give back on a local level and make a difference through our corporate social responsibility program, Expedia Cares.

 

Our family of travel brands includes: Brand Expedia®, Hotels.com®, Expedia® Partner Solutions, Egencia®, trivago®, HomeAway®, Orbitz®, Travelocity®, Wotif®, lastminute.com.au®, ebookers®, CheapTickets®, Hotwire®, Classic Vacations®, Expedia® Media Solutions, CarRentals.com™, Expedia Local Expert®, Expedia® CruiseShipCenters®, SilverRail Technologies, Inc., ALICE and Traveldoo®.

 

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 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.

Read Full Job Description
Apply Now
By clicking Apply Now you agree to share your profile information with the hiring company.

Location

Expedia Group has three offices in the Austin area with a 16-story building now open in the Domain.

Similar Jobs

Apply Now
By clicking Apply Now you agree to share your profile information with the hiring company.
Learn more about Expedia GroupFind similar jobs