Voodoo

Experienced Data Scientist - AdTech

Paris, IDF, FR

8 days ago
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Summary

Founded in 2013, Voodoo is a tech company that creates mobile games and apps with a mission to entertain the world. Gathering 800 employees, 7 billion downloads, and over 200 million active users, Voodoo is the #3 mobile publisher worldwide in terms of downloads after Google and Meta. Our portfolio includes chart-topping games like Mob Control and Block Jam, alongside popular apps such as BeReal and Wizz.


Team


Voodoo Ad-Network is an autonomous product of around 30 people that carries the ambitious mission of providing ad network services. One goal is to leverage Voodoo’s first-party data to improve Voodoo’s monetisation. Moreover, the product is growing through new ventures like opening up to external inventory, reaching the external-advertisers market and social-network monetisation through BeReal’s recent acquisition. Thanks to promising results, our ambition is now to scale up the team to support growth.

The product is composed of top-tier software engineers, infrastructure engineers, data engineers, mobile engineers, and data scientists.


The Models team is a core element of the targeting performance. It leverages machine learning and a strong business understanding to directly impact the product’s financial performance. It’s composed of mostly senior Data Analysts, Analytics Engineers, Data Engineers and Data Scientists/ML Engineers who iterate together on finding and building the next performing iteration.


This position is hybrid and requires 2-3 days per week in the office based in Paris.


Our Stack
  • Python ⧫ Pandas ⧫ Scikit learn ⧫ LightGBM ⧫ Pytorch ⧫ Spark ⧫ SQL ⧫ Airflow ⧫ DBT ⧫ Athena ⧫ Amazon Web Services ⧫ Tableau


Role
  • Improve existing models or propose new approaches to our current install rate and LTV estimation models
  • Build and deploy scalable ML systems.
  • Swiftly tackle incidents and strive to make the system robust
  • Work closely with product managers and other engineers to ensure that incremental ML performance translates into significant business impact
  • Discuss state-of-the-art ML topics with other data scientists, share ideas and challenge existing systems
  • Gain an understanding of and engage in developing a variety of essential components to build an advertising network, including A/B testing systems, budget management, creative selection, performance monitoring, campaign optimization, app profiling, and user profiling
  • Regularly examine the performance of the ad network to detect anomalies or propose new data-driven ideas.


Profile
  • 3-5 years of experience building machine learning systems
  • Prior experience working in dynamic, production-focused environments
  • You’re excited by the latest deep learning advancements but also familiar with the ins and outs of gradient boosting
  • You like to deep-dive into complex topics to squeeze the last bit of performance
  • You enjoy working in a team, learning new things, sharing knowledge
  • Excellent communication in English is mandatory, French is a nice-to-have
  • Strong achievements on Kaggle will be valued


Benefits
  • Competitive salary 
  • Comprehensive relocation package (including visa support)
  • Premium healthcare (SideCare) for you and your family 100% borne by Voodoo
  • Swile Lunch voucher
  • Gymlib (100% borne by Voodoo)
  • Wellness activities in our Paris office
  • Unlimited vacation policy
  • Remote days
  • Child daycare facilities (Les Petits Chaperons rouges)


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