Senior Machine Learning Engineer
Homa, France

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 founders.

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:

• AData Platformteam with 5 Data Engineers responsible for ingesting large amounts of data from multiple different sources, creating and maintaining a core data model which aims at making data standardized, reliable and easily available

• AData Science and ML Platformteam with 6 Data Scientists / ML Engineer working on ML-driven data products: Autobidder for User Acquisition, N-Testing for experimentation

• AnAdvanced Analytics amp; Data Scienceteam 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

We are looking for a Senior Machine Learning Engineer to join the team in order to scale and industrialize Machine Learning amp; AI at Homa. Under the responsibility of our Associate Director, your responsibilities will be the following:

• Lead ML Projects: Spearhead development and implementation of ML models for Marketing Tech (User Acquisition, Monetization) and Game Tech (Bayesian A/B Testing, Segmentation)
• ML Industrialization amp; Democratization: Enhance ML engineering processes, adopt ML Ops tools, and contribute to model interpretability and collaborative efforts.
• Implement Scalable ML Solutions: Build Serving APIs for handling millions of requests daily with low latency.
• Collaborative Innovation: Work closely with diverse teams, leveraging GenAI tools for productivity and product improvements.
• Stay Updated: Integrate latest ML technologies and advancements into our tech stack.

Current Tech Stack: AWS, Redshift, Databricks, Python, DBT, Spark, Airflow, Kafka, Kubernetes, LightGBM, MLFlow, Metabase

Requirements

If you’re creative, ambitious, and up for taking over the industry, we want you on our team! We are also looking for:

• Extensive ML Experience: 5+ years in implementing and deploying ML models to production.
• Key Technology Proficiency: Expertise in Neural Networks (TensorFlow / PyTorch), Gradient Boosting libraries (LightGBM / XGBoost), and at least one top Cloud provider (GCP, Azure, AWS).
• MLOps Skills: Experience with ML Ops tools like MLFlow.
• API Development Expertise: Proven ability in building high-performance Serving APIs.
• Collaborative Skills: Excellent communication and teamwork abilities.
• Innovative Mindset: Passion for staying ahead in ML trends and technologies.
• Language Skills: Fluent English is mandatory (interviews will be led in English)

Our CultureWho 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 ide

Job Rewards and Benefits