Senior Data Scientist
Aviatrix
Role Description
At Zingbrain, we build real-time personalization systems for iGaming platforms. Our models operate in production, influencing what each user sees — from game recommendations to sportsbook event suggestions — based on live behavioral, transactional, and contextual data.
We’re looking for a Senior Data Scientist to join our team and help us in the following areas:
- Develop ML-driven features for casino games using supervised learning (regression, ranking, classification)
- Maintain and enhance the existing recommendation systems in production, including:
- Model enhancement using gradient boosting methods
- Data cleaning and preprocessing
- Pre- and post-processing workflows
- Optimization of training and inference pipelines
- Integration of ML models into Airflow pipelines in a multi-tenant environment
- Adopt and configure the solution for different clients (tenants)
This is a hands-on role involving modeling, experimentation, and close collaboration with engineering and product teams in a high-load, real-time environment.
As a part of our team you will:
- Collaborate with cross-functional teams of data scientists, engineers, product owners, designers, and researchers to ensure project success
- Analyze large datasets to extract actionable insights that inform product decisions
- Propose, implement, and evaluate machine learning approaches to solve business problems, working closely with Product Owner(s)
- Maintain and adopt the current recommendation solution in a multi-tenant environment
- Influence product strategy through research and experimentation that deepens understanding of how product features, platforms, and promotions affect user behavior
Qualifications
- 5+ years of experience in data science
- A degree in a quantitative field (e.g., Mathematics, Statistics, Computer Science)
Requirements
- Proficiency in Python, SQL, and data manipulation tools (Pandas, Polars)
- Strong engineering skills to design, build, and maintain scalable ML solutions, including implementing observability across pipelines through metrics, logging, and alerting
- Knowledge of Docker, Kubernetes
- Ability to structure and solve loosely defined problems, delivering actionable insights for product development; Strong analytical mindset with both numerical and business understanding
- Hands-on experience with supervised ML techniques (regression and ranking using XGBoost, LightGBM, CatBoost, or neural networks), including feature engineering, model evaluation (AUC, NDCG, MSE, uplift metrics), and personalization or recommendation systems
- Proven experience deploying ML models to production for near real-time or batch processing
- Solid knowledge of statistical methods (A/B testing, significance testing, etc.)
Benefits
- Wellness program
- Medical compensation
- Paid sick leaves
- Compensation for sports activities
- Well-being webinars and workshops
- Work & life balance
- Wellness Day: 4th Friday off monthly
- Remote work
- 21 working days of vacation
- 5 personal days per year
- Professional development
- English speaking club
- Language learning bonus €150 per month
- 80% paid professional employee training
- Provided tech equipment
- €150 for the arrangement of the workplace
- Bonuses for significant events and additional personal days if necessary
- Offline and online company parties and team buildings
$104.9k - $174.7k
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