
Marko Bokulic
@markobokulic
Data Scientist at DAZN, building a boxing pay-per-view propensity model for audience targeting and marketing decisions.
What I'm looking for
At DAZN, I created a propensity model to predict boxing pay-per-view purchases, helping support audience segmentation, targeting, and promotional decisions.
At Booking.com, I built production machine learning systems for partner value prediction and search personalization. My partner value work supported account management decisions and automated onboarding decisions for 10k+ partners annually.
I also evaluated product and pricing experiments at Booking.com, using A/B testing, non-inferiority guardrails, and causal analysis to assess business impact. I’m keen to extend my experience in applied machine learning, experimentation, and large-scale data into scalable GenAI applications.
Experience
Work history, roles, and key accomplishments
Consulting engagement focused on applied modeling for marketing optimization and audience targeting. Created a propensity model to predict boxing pay-per-view purchase likelihood using prior purchases, subscription history, boxing engagement, and marketing engagement.
Sabbatical
Sabbatical
Apr 2025 - Apr 2026 (1 year)
Took a planned sabbatical following several years in data science and ML roles.
Machine Learning Scientist II
Booking.com
Jan 2022 - Mar 2025 (3 years 2 months)
Built and maintained production ML systems for product and decision support. Owned core components of a partner lifetime value prediction system, built a search-time intent model for personalization, and improved room-option relevance for family and group travelers.
Data Scientist Insights
Booking.com
Jan 2021 - Jan 2022 (1 year)
Led large-scale experimentation and growth analysis in a two-sided marketplace environment. Evaluated product changes for awareness and adoption, and analyzed pricing guidance experiments for new partners.
Marketing Analyst (Junior, Core)
Booking.com
Aug 2018 - Dec 2020 (2 years 4 months)
Performed partner and affiliate performance analysis to support commercial decision-making and ROI-based evaluations. Analyzed cannibalization effects across acquisition channels and built reporting pipelines using SQL, PySpark, R, and Tableau.
Data Analyst & Programmer
Behave
Jun 2015 - Jun 2017 (2 years)
Analyzed behavioral and survey data from in-store customer studies to support retail and consumer insights. Designed research methodologies and built data collection and visualization tools.
Data Analyst & Project Manager
Monolith
Oct 2013 - May 2015 (1 year 7 months)
Designed and owned an analytics dashboard combining behavioral and sales data for brick-and-mortar retail insights. Developed in-store measurement and research methodologies to inform store layout and operational improvements.
Education
Degrees, certifications, and relevant coursework
University of Zagreb
MSc and BSc, Psychology
2005 - 2011
Completed MSc and BSc in Psychology with a focus on statistics, experimental design, and psychometrics.
Availability
Location
Authorized to work in
Salary expectations
Social media
Job categories
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