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Artificial Intelligence Engineer

Il y a 3 mois

Paris, Île-de-France Homa Temps plein

About Homa

Welcome to Homa, a pioneering gaming technology laboratory revolutionizing the industry. Our diverse team of over 200 professionals from more than 35 countries is committed to empowering mobile game developers globally to elevate their creative concepts to the forefront of the market.

Our Homa Lab platform provides an extensive array of advanced tools that enable developers to keep pace with the latest trends, test new features in real-time, and efficiently distribute and monetize their games. Our achievements are evident, with our applications having surpassed 1 billion downloads.

Since our establishment, we have successfully secured $165 million in funding from esteemed investors, including Headline, Northzone, Eurazeo, Singular, Quadrille Capital, Fabric Ventures, and Bpifrance. We have also garnered support from notable business angels, including the founders of King, Sorare, and Spotify.

Role Overview

We are seeking a skilled Machine Learning Engineer to enhance and scale our Machine Learning and AI capabilities at Homa. Reporting to our Associate Director, your key responsibilities will include:

  • Engagement in ML Projects: Lead the development and deployment of ML models focused on Marketing Technology (User Acquisition, Monetization) and Game Technology (Bayesian A/B Testing, Segmentation).
  • ML Industrialization & Democratization: Improve ML engineering processes, implement ML Ops tools, and contribute to model interpretability and collaborative initiatives.
  • Development of Scalable ML Solutions: Create Serving APIs capable of managing millions of requests daily with minimal latency.
  • Collaborative Innovation: Collaborate with diverse teams, utilizing GenAI tools to enhance productivity and product offerings.
  • Continuous Learning: Integrate the latest advancements in ML technologies into our technical framework.

Minimum Qualifications:

  • Experience: Approximately 2 years of experience in implementing and deploying ML models in production environments.
  • Technical Proficiency: Familiarity with Neural Networks (TensorFlow / PyTorch), Gradient Boosting libraries (LightGBM / XGBoost), and at least one major Cloud provider (GCP, Azure, AWS).
  • MLOps Knowledge: Understanding of ML Ops tools such as MLFlow.
  • API Development Skills: Proven ability to develop high-performance Serving APIs.
  • Team Collaboration: Strong communication and teamwork skills.
  • Innovative Approach: A passion for staying ahead of trends and technologies in ML.
  • Language Proficiency: Fluency in English is required (interviews will be conducted in English).

Benefits:

  • We provide essential benefits in France and select locations, including health insurance, meal vouchers, public transport subsidies, childcare benefits, and life insurance.
  • Our newly renovated headquarters features a rooftop garden and modern amenities.
  • You will collaborate in English with an international team of top-tier professionals from over 35 countries.
  • Bi-annual performance reviews will allow you to reflect on your achievements and receive constructive feedback.
  • Participate in various team events and company-wide trips.