Senior Machine Learning Engineer

At Booking.com, data drives our decisions. Technology is at our core. And innovation is everywhere. But our company is more than datasets, lines of code or A/B tests. We're the thrill of the first night in a new place—the excitement of the following day. The friends one makes. The journeys one takes. The sights one sees. And the food one samples. Through our products, partners and people, we can empower everyone to experience the world

We're a global e-commerce company with business operations in nearly every country and city. We want to make it easy for everyone, anywhere in the world, to pay for their travel or do business with our platform whenever and however convenient for them.

The opening is for the cml core platform team in the Central Tech department.

About The Team:

Machine Learning, and AI in general, are integral to booking.com's goal of making it easier for everyone to experience the world. In Marketplace ML - Machine Learning (CML) powers many of booking's flagship ML capabilities. The Feature Lab team mission is to develop a shared serving, data and ML infrastructure to all CML platforms and to connect these with other platforms across the company.

What We Do:

• Feature Engineering for facilitating easy, reliable, and fast creation, storage, and retrieval of machine learning features for model training and serving.

  
  

• Ensuring quick integrated solutions by evaluating solutions within Booking ecosystems and from third-party vendors, balancing quick delivery with long-term effectiveness.

  
  

• Scaling for Millions by building with scale in mind as our models serve millions of users daily.

Key Job Responsibilities and Duties:

• End-to-end ownership of ML frameworks, from inception to operation.

  
  

• Providing tools that improve Model building capabilities company-wide.

  
  

• Experimenting with new tools and technologies to meet business requirements regarding performance, scaling, and data quality.

  
  

• Rapidly developing next-generation scalable, flexible, and high-performance features .

  
  

• Initiative and drive to develop and embed new frameworks and tooling for Machine Learning practitioners.

  
  

• Acting as an intermediary for problems, with both technical and non-technical audiences.

  
  

• Supplying to a high scale, complex, world renowned product and seeing real-time impact of your work on millions of travelers worldwide

  
  

• Promote and drive impactful and innovative engineering solutions.

  
  

• Technical, behavioral and interpersonal competence advancement via on-the-job opportunities, experimental projects, hackathons, conferences, and active community participation

Role Qualifications and Requirements:

… lees de volledige omschrijving bij Booking.com.