обновлено 4 месяца назад
Senior Data Scientist (Gamedev)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Data Scientist (ML/Gamedev): Building and refining predictive models to forecast user payment behavior based on in-game activity data with an accent on user acquisition optimization and behavioral modeling. Focus on exploring large volumes of event data and translating complex analytical concepts into actionable marketing insights.
Location: Limassol, Cyprus; work arrangement: on-site. Full relocation to Cyprus for the employee and family is provided.
Company
is a Cyprus-based game developer and publisher focused on the 4X strategy game Total Battle.
What you will do
- Build and refine predictive models forecasting users' Day 30 payment likelihood from their first seven days of in-game activity.
- Explore and process large volumes of in-game event data to identify behavioral patterns.
- Manage large datasets and deliver timely, accurate analytical insights.
- Collaborate with marketing stakeholders to improve user acquisition decisions.
Requirements
- At least 4 years of experience in data science.
- Proven experience creating and implementing predictive models related to customer behavior.
- Strong Python skills and experience with scikit-learn, pandas, NumPy, XGBoost, LightGBM, TensorFlow, and PyTorch.
- Experience working with large datasets and conducting detailed analyses.
- Ability to explain complex analytical concepts and provide clear recommendations to stakeholders.
- English at B1 level or higher and Russian at B2 level or higher.
Nice to have
- Interest in game development.
Culture & Benefits
- Stable three-year contract with potential extension.
- 13th salary and performance-related bonuses.
- Full relocation support to Limassol, Cyprus for the employee and family.
- Private health insurance for the employee and family members.
- Allowances for children's preschool, school, and university education, plus lunch, sports, and fitness support.
- Paid professional and language courses, books, office parties, and annual company events.
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