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Data Scientist II

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Booking.com

2mo ago

  • Job
    Full-time
    Mid Level
  • Data
    Marketing
  • Amsterdam

AI generated summary

  • You need 3+ years in Data Science, strong stats knowledge, SQL & Python/R skills, and excellent communication. Marketing experience and familiarity with privacy data methods are preferred.
  • You will develop algorithms for app bidding, measure incremental app install value, optimize marketing channel synergies, and allocate resources based on incrementality insights.

Requirements

  • 3+ years of experience working in Data Science roles; advanced degree preferred (Statistics, Econometrics, Applied Mathematics, Marketing Science, or similar) (mandatory)
  • Strong working knowledge of statistics (mandatory)
  • Strong working knowledge of SQL and at least one scripting language (Python or R) (mandatory)
  • 1+ year of experience working in Marketing (desired)
  • Experience using experimental and non-experimental methods to calculate the incremental return on investment of campaigns (desired)
  • Experience analyzing campaigns using privacy-preserving data (SKAN, data clean rooms / sandboxes) (desired)
  • Understanding of auction theory and competitive dynamics (desired)
  • Analytical, strategic, humble, entrepreneurial, and data-driven (mandatory)
  • Comfortable interacting with stakeholders throughout the global organization (mandatory)
  • Strong communication and presentation skills (mandatory)
  • Flexibility to accommodate change and thrive in ambiguity (mandatory)

Responsibilities

  • Own paid app bidding by developing and implementing algorithms that allow us to compete in auctions for paid install sources
  • Measure and optimize the incremental value of an app install
  • Measure and optimize the synergies across the app marketing mix (paid and direct channels)
  • Leverage incrementality insights to allocate resources across the app marketing mix

FAQs

What qualifications are required for the Data Scientist II position?

The position requires 3+ years of experience in Data Science roles, with an advanced degree preferred in Statistics, Econometrics, Applied Mathematics, Marketing Science, or similar fields.

Is experience in Marketing required for this role?

While it's not mandatory, having 1+ year of experience in Marketing is desired, particularly experience in using experimental and non-experimental methods for calculating the incremental return on investment of campaigns.

What technical skills are essential for this position?

Strong working knowledge of statistics, SQL, and at least one scripting language (Python or R) is mandatory.

What are the key responsibilities of the Data Scientist II?

Key responsibilities include owning paid app bidding, measuring and optimizing the incremental value of app installs, optimizing synergies across the app marketing mix, and leveraging incrementality insights for resource allocation.

How does Booking.com support diversity and inclusion?

Booking.com is committed to diversity, equity, and inclusion as a core part of its company culture, ensuring a workplace that accommodates individuals from various backgrounds, including those with disabilities.

What benefits and perks does Booking.com offer?

Benefits include annual paid time off, flexible working arrangements, the ability to work from abroad up to 20 days per year, and industry-leading product discounts.

What is the application process for the Data Scientist II role?

The application process includes application and CV review, two business interviews, and a hiring decision.

Does this position provide relocation assistance?

No, this role does not come with relocation assistance.

What type of work environment can I expect at Booking.com?

You can expect a dynamic work environment that values flexibility, collaboration, and innovation. The company encourages adaptability and thrives in ambiguity.

Are communication skills important for this job?

Yes, strong communication and presentation skills are mandatory for effectively interacting with stakeholders throughout the global organization.

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Booking.com

Making It Easier for Everyone to Experience the World

Technology
Industry
10,001+
Employees
1996
Founded Year

Mission & Purpose

A career at Booking.com is all about the journey, helping you explore new challenges in a place where you can be your best self. With plenty of exciting twists, turns and opportunities along the way. We’ve always been pioneers, on a mission to shape the future of travel through cutting edge technology, to make it easier for everyone to enjoy amazing experiences wherever they go. Under a desert sky, or in the heart of a bustling city. Discovering the perfect hideaway, or the perfect paella. When you join us, you’ll be part of a community where taking a different path and trying something new is celebrated and supported. And where making a difference counts. We’re determined to make the world of travel more sustainable, more accessible, and more inclusive, to create a positive impact on a global scale. That’s why we’re always looking for people who search for better solutions, the ones eager to stray off the beaten path to find new ways of doing things. Because at Booking.com it’s more than a job, it’s a journey we’re on together.