Senior Machine Learning Engineer - Media Solutions at Expedia Group

Seattle, Washington, United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Travel, Advertising, E-commerceIndustries

Requirements

Degree in software engineering, computer science or a similar field
Comfortable programming in Python and Scala (or Java)
Comfortable with Big Data technologies, in particular Hadoop, Hive, and Spark
Experience in building real-time applications, preferably in Spark
Experience in productionizing machine learning models including feature engineering, model scalability, model validation, and model deployment
Strong experience with cloud computing platforms (AWS, EMR, Kubernetes, Docker)
Strong experience working with ML platforms (Databricks, SageMaker, etc.)
Strong command with machine learning libraries such as PyTorch and Tensorflow
Hands-on experience with workflow management tools (e.g. Airflow)
Experience working with Agile/Scrum methodologies
Familiarity with the e-commerce or travel industry

Responsibilities

Work in a cross-functional team of Software Engineers and Machine Learning engineers/Scientists across the organization to design and code large scale batch and real-time ML in the advertising domain
Propose new ideas on applying ML to Advertising creatives, Ad selection, Ad Campaign, Experimentation and other areas of the Advertising life cycle
Design, implement and deploy large scale data pipelines (both real time and batch)
Lead the end-to-end product life cycle for mid to large machine learning projects
Find and advocate for industry standards and best practices in machine learning engineering methodologies, techniques, and technologies
Contribute to advancing the team's design methodology and quality programming practices
Collaborate with other software engineers, mentor junior team members to build ML into existing systems and adapt best practices
Innovate and implement new ideas to solve complex software problems
Lead, coordinate, and collaborate on multiple concurrent and complex cross-organizational initiatives
Communicate and work with geographically distributed cross functional teams

Skills

Key technologies and capabilities for this role

Machine Learning

Questions & Answers

Common questions about this position

What benefits does Expedia Group offer?

Expedia Group provides a full benefits package, including exciting travel perks, generous time-off, parental leave, a flexible work model with cool offices, and career development resources.

Is this a remote position, or what's the work arrangement?

The role offers a flexible work model with some pretty cool offices.

What are the key responsibilities for this Senior Machine Learning Engineer role?

You will design and code large scale batch and real-time ML in advertising, propose new ML ideas for ad creatives and campaigns, implement data pipelines, lead ML projects, and collaborate with cross-functional teams.

What is the company culture like at Expedia Group?

Expedia Group fosters an open culture where everyone belongs, differences are celebrated, and success is shared, guided by Values and Leadership Agreements with a diverse, vibrant, and welcoming community.

What makes a strong candidate for this role?

Strong candidates have experience leading end-to-end ML projects, building large-scale data pipelines, innovating in advertising ML applications, and mentoring teams in a cross-functional environment.

Expedia Group

Travel booking platform for various services

About Expedia Group

Expedia Group operates in the travel industry, offering a wide range of services for travelers and travel-related businesses. It connects users to various travel options, including flights, hotels, car rentals, vacation packages, and activities, allowing them to find and book trips that fit their needs and budgets. The company generates revenue primarily through commissions from bookings made on its platforms and through advertising, where travel service providers can promote their offerings. Unlike many competitors, Expedia Group not only serves individual travelers but also partners with travel agencies and corporate clients, providing them with valuable data and tools to enhance their operations. The goal of Expedia Group is to create a seamless travel experience for users while supporting its partners in growing their businesses.

Bellevue, WashingtonHeadquarters

1996Year Founded

IPOCompany Stage

Consumer Goods, EntertainmentIndustries

Benefits

Paid Vacation

Parental Leave

Hybrid Work Options

Professional Development Budget

Risks

Riyadh Air's entry into the market could increase competition for Expedia.

CFO transition may lead to strategic shifts or instability in financial management.

Expedia's partnership with Mondelez WTR may not yield expected results due to economic uncertainties.

Differentiation

Expedia Group operates a diverse portfolio of travel brands, including Expedia and Vrbo.

The company offers a comprehensive suite of services for travelers and travel-related businesses.

Expedia Group partners with service providers, offering data, tools, and technology to optimize operations.

Upsides

Increased demand for personalized travel experiences enhances Expedia's AI-driven recommendation systems.

The rise of 'workcations' allows Expedia to market longer stay packages.

Sustainability in travel is a priority, enabling Expedia to promote eco-friendly options.

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