Data Scientist

Homa Games

Homa Games

Data Science
Paris, France
Posted on Friday, May 31, 2024

Welcome to Homa, the gaming technology lab that is taking the industry by storm! Our team of over 200 people, hailing from more than 35 different countries, is dedicated to empowering mobile game creators worldwide to bring their creative ideas to the top charts.

Our Homa Lab platform offers a comprehensive suite of cutting-edge tools that allow developers to stay on top of the latest trends, test new features in real-time, and easily distribute and monetize their games. Our success speaks for itself - our apps have been downloaded over 1 billion times!

Since our inception, we have raised $165 million in total from prominent investors, including Headline, Northzone, Eurazeo, Singular, Quadrille Capital, Fabric Ventures, and Bpifrance. We have also received support from renowned business angels, such as the founders of King, Sorare and Spotify.

But what really makes Homa special is our team. We are a diverse group of artists, business developers, engineers, entrepreneurs, and former strategy consultants who all share the same passion for taking over the gaming industry. When you become part of Homa, you'll be joining a dedicated team that creates innovative and high-performing games that resonate with players worldwide.

If you're ready to take your career to the next level and make a real impact in the company, then Homa is the perfect place for you. Join us and let's create the future of gaming together!

Meet the team 👩‍👩‍👧‍👧

You will join the Data department organized into:

  • A Data Platform team with 6 Data Engineers responsible for:
    • Defining the tools and framework we use
    • Implementing them to extract, transform and make data available and reliable on time
  • A Data Science and ML Platform team with 6 Data Scientists / ML Engineer working on ML-driven data products: Autobidder for User Acquisition, N-Testing for experimentation, etc.
  • An Advanced Analytics & Data Science team with 6 Data Analysts and Scientists exploiting our data for:
    • Game Analytics
    • User Acquisition and Marketing Analytics
    • Market Inteligence Analytics
    • Ops Analytics

Role and Missions — What you will do 🚀

As a Data Scientist, you will join our Data Science and ML Platform team to develop new predictive ML models, optimize bidding strategies and use segmentation algorithms. Working closely with the User Acquisition & Product teams, you will have a direct business impact on our marketing tech strategy as well as our personalization and segmentation objective in game.

Working alongside our Associate Director in charge of Data Science, Machine Learning and AI, you will be in charge of:

  • Building a comprehensive understanding of the business problems we aim to solve by working closely with stakeholders (User Acquisition team, Product Managers) to gather requirements and define the scope of data science projects
  • Developing and branching ML Models
    • Creating ML models for Marketing Tech (User Acquisition and Monetization team) and/or Game Tech (A/B Testing, Segmentation).
    • Work closely with ML engineers to ensure scalable and robust models following ML Ops principles.
    • Integrate your models into the product code base following coding best practices.
  • Own performance of models
    • Continuously monitor and optimize them to ensure they meet business needs and performance standards.
    • Implement feedback loops to improve model accuracy and efficiency over time.
  • Identify and solve complex ad hoc problems (e.g. predicting users Lifetime Value, optimizing marketing campaigns, users segmentation).