Data Scientist

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 Senior 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). Having prior experience in designing, building, and deploying ML models based on tabular data, you want to join a diverse team composed of mobile gaming enthusiasts. If you recognize yourself in the following description, you're the one! Significant experience with Deep Learning (Tensorflow / Pytorch) and Gradient Boosting libraries (LightGBM / XGBoost) Significant experience with at least one of the top Cloud providers (GCP, Azure, AWS) Strong knowledge of ML concepts, algorithms and methodologies. Ability to switch between gradient boosting models and neural networks depending on the use case. Excellent communication skills and the ability to work effectively in a team-oriented environment with various stakeholders (tech, business, product, marketing) Ability to manage multiple projects and meet deadlines in a fast-paced environment. Strong will to deeply understand the business topics of the mobile gaming industry, the company strategy, our products and their fit within the company’s daily operations. Fluency in English Our Culture—Who we are????At Homa, we are building a community of brilliant talents. We believe that true innovation comes from diversity and collaboration, and that's why we prioritize brainpower and determination over formal education. So if you have the talent, energy and motivation, there is no obstacle to your success here.As the creative experts behind the platform, we provide developers with the data they need to bring their ideas to life. Our team lives by three central values that guide everything we do:Ambition: we're not afraid to tackle difficult challenges and set our goals extremely high. We're on a mission to revolutionize an industry dominated by well-established companies, and we won't stop until we succeed.Humility: we leave our pride & ego aside. We are always ready to lend a helping hand, celebrate each other's successes, and learn from our failures. As Mr. Lamar said, "Sit down. Be humble."Curiosity: we keep our minds open and never stop learning. We believe that questioning everything is the best way to stay ahead of the curve, and we encourage all our team members to stay curious and never stop exploring new ideas.At Homa, you'll be challenged, supported, and inspired every day, and we can't wait to see what you bring to the table.While success is its own reward, here are some of the benefits that come with working at Homa: We offer essential benefits in France and specific locations, including health insurance, meal vouchers, public transport subsidies, childcare benefits, and life insurance If you're interested in working from our newly renovated Paris HQ with a rooftop garden and WeWork amenities, we have a desk waiting for you You will be working in English with our international team of top-tier talents from 35+ countries You will have bi-annual reviews with your manager to reflect on your performance, celebrate wins, and receive constructive feedback You will be able to attend diverse team events and Workations (the famous company-wide Homa trip). #J-18808-Ljbffr