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Machine Learning

Working to improve the user experience for millions of travellers as they discover the world

Machine Learning at Booking.com

Our Machine Learning platform allows us to deliver a personalised travel experience to customers across the globe. Our teams use advanced Machine Learning techniques to tackle some of the most complex challenges, from detecting fraud to recommending the perfect property to our customers.

See your ideas generate impact

At Booking.com, there’s a little bit of Machine Learning in almost every corner of the business. We turn data into products. Starting with a business problem, we work in a pragmatic way to find the best Machine Learning solution that delivers value. It’s an efficient approach that offers a lot of freedom. Our position as a leader in our market provides a wealth of data across all sorts of verticals, including machine translation, advertising, security and e-commerce.

Our people’s perspectives

At Booking.com, we really tackle difficult machine learning problems at high-scale based on large datasets. It’s a great opportunity for advanced students to learn and engage with the best and get experience in machine learning in an intensive environment.

David

Senior Director of Machine Learning & AI

Data & Machine Learning

Booking.com processes a huge amount of images and text every day. A high variety of deep learning models can make a big difference for our partners and users. Seeing the impact of my team’s work is highly rewarding.

Karen

Senior Machine Learning Scientist

Central Machine Learning

Our Data & Machine Learning community consists of a very broad range of people with different backgrounds and experiences. For every problem you encounter, you are able to find a sparring partner that has closely related knowledge.

Bram

Senior Machine Learning Scientist

Bandit Algorithms & Counterfactual Learning

No more wasting time fixing broken Machine Learning pipelines

Returning from a relaxing weekend getaway only to find error notifications piling in. Read Carlo’s account of how optimising ML pipeline traceability and debuggability has seamlessly changed his day-to-day work life.

It’s more than a job, it’s a journey

From application tips to interview tutorial videos, our site is full of resources to help you pave your own career path.