We are looking for a Machine Learning Engineer to expand our Data Science team, striving to unleash the potential of petabytes of data we collect in various domains: marketing, operations, game economy to deliver the best experience for our players and improve efficiency of our processes.
Become a part of an exciting adventure bringing fun & truly social experience to millions of players around the world from one of our offices in Warsaw, Poland. We are an in-office first company and we work in a hybrid, 3 days from office mode.
Senior Machine Learning Engineer
Your responsibilities
- Design and develop machine learning models for various departments of the Huuuge Casino studio
- Work closely with product managers and business stakeholders to define feasible projects starting in the idea stage
- Directly interact with internal clients to gather requirements, report progress and quality of results
- Build proper model monitoring and maintain the models in production
Our requirements
- You have experience with predictive modeling algorithms (e.g. gradient boosted decision trees, linear regression, neural networks)
- You are familiar with model classification and regression metrics (e.g. precision, recall)
- You have practical knowledge of supervised, unsupervised and self-supervised techniques
- You have experience with Pytorch, numpy, pandas, scikit
- You have experience with PySpark environment
- You are proficient with SQL
- Awareness of developments in space of machine learning and AI
- Experience with productization of AI/ML models and successful case studies
- Databricks or similar data lake solution
- Experience with Airflow or MLFlow