Introduction:
Still haven’t found your dream job? Join team Huuuge!
Huuuge Games is a gaming company on a mission to empower billions of people to play together and transform mobile gaming into a massively social experience.
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.
In this role you will:
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
Most wanted:
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
Surprise us with:
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
What's in it for you?