Senior Machine Learning Engineer

2 miesięcy temu


Warsaw, Polska Huuuge Games Sp. z o.o. Pełny etat

technologies-expected :
SQL

about-project :
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.

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

requirements-expected :
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

benefits :
sharing the costs of sports activities
private medical care
life insurance
flexible working time
fruits
integration events
dental care
no dress code
video games at work
coffee / tea
drinks
parking space for employees
leisure zone
redeployment package
christmas gifts
employee referral program



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