Machine Learning Scientist II at Expedia Group

| Seattle
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Expedia

 

 

 

Are you excited about solving real world problems with advanced machine learning methods?

 

Expedia is looking for a machine learning scientist/practitioner to join the core data science team that builds data centric features for the Expedia websites (Expedia, Travelocity, Orbitz, Wotif and others). Our mission spans many areas that are core to our business, including search and sort, referral marketing, revenue management and geography. Your work will impact millions of our customers and will have a direct impact on our business results.

Expedia has deep and rich data sets, many still untapped, and your passion for the craft of statistics and machine learning has the power to unlock tangible growth for our business. We are looking for someone with hands on experience building machine learning models, either in an academic or industrial setting. You should have an advanced degree (PhD preferred) in machine learning / computer science or other quantitative discipline. Applicants from outside the machine learning field will be expected to demonstrate equivalent knowledge. Those who have done well in Kaggle competitions (especially ours) will be given special consideration.

 

What you will do:

  • Understand the business problem, identify the key challenges, formulate the machine learning problem and provide/prototype solutions
  • Be able to debug and correct your data assumption through AB testing
  • Document the technical details of your work
  • Collaborate and brainstorm with other team members
  • Assess the methodological and functional pros and cons of implementing third-party products versus building an in-house system when facing a business problem.
  • Collaborate extensively with stakeholders, program management, and software development team members to ensure that solutions meet business needs, permit valid inferences, and have functional feasibility.

 

Who you are:

  • Strong communication skills both written and oral
  • Passion about solving real world machine learning problem.
  • PhD in one of the machine learning related fields: deep learning, graphical modeling, NLP, learning to rank, data mining and web mining.

 

 

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.

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Technology we use

  • Engineering
    • C#Languages
    • JavaLanguages
    • JavascriptLanguages
    • KotlinLanguages
    • PerlLanguages
    • PHPLanguages
    • PythonLanguages
    • RLanguages
    • RubyLanguages
    • ScalaLanguages
    • SqlLanguages
    • SwiftLanguages
    • AWSLanguages
    • jQueryLibraries
    • ReactLibraries
    • ReduxLibraries
    • ASP.NETFrameworks
    • CakePHPFrameworks
    • Ember.jsFrameworks
    • HadoopFrameworks
    • Node.jsFrameworks
    • Ruby on RailsFrameworks
    • SparkFrameworks
    • SpringFrameworks
    • CassandraDatabases
    • DB2Databases
    • HBaseDatabases
    • HiveDatabases
    • Microsoft SQL ServerDatabases
    • MongoDBDatabases
    • TeradataDatabases

Location

Our new Seattle campus in Interbay is on the beach with sweeping views of the Puget Sound and Cascades.

What are Expedia Group Perks + Benefits

Culture
Volunteer in local community
Day of Caring Volunteer Hours match
Friends outside of work
Eat lunch together
Intracompany committees
Check out our employee resource groups here: https://www.expediagroup.com/about/diversity-inclusion/
Daily stand up
Open door policy
Team owned deliverables
Team based strategic planning
Group brainstorming sessions
Open office floor plan
Diversity
Documented equal pay policy
Dedicated Diversity/Inclusion Staff
Unconscious bias training
Diversity manifesto
We act with humility and optimism, respecting ideas big and small. We value diversity and voices of all volumes.
Someone's primary function is managing the company’s diversity and inclusion initiatives
Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Disability Insurance
Dental Benefits
Vision Benefits
Health Insurance Benefits
Life Insurance
Pet Insurance
Wellness Programs
Onsite Gym
Retirement & Stock Options Benefits
401(K) Matching
Company Equity
Employee Stock Purchase Plan
Performance Bonus
Match charitable contributions
Child Care & Parental Leave Benefits
Child Care Benefits
Generous Parental Leave
Flexible Work Schedule
Family Medical Leave
Adoption Assistance
Company sponsored family events
Vacation & Time Off Benefits
Generous PTO
Paid Volunteer Time
Paid Holidays
Paid Sick Days
Perks & Discounts
Casual Dress
Commuter Benefits
Stocked Kitchen
Parking
Fitness Subsidies
Professional Development Benefits
Job Training & Conferences
Tuition Reimbursement
Diversity Program
Lunch and learns
Online course subscriptions available
Customized development tracks

Additional Perks + Benefits

We believe everyone deserves - NEEDS - time away from the office and we encourage employees to take advantage of their paid time off. We offer travel discounts to make it even easier to get out and see the world.

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