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Senior Data Scientist

Full-time

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
Vacancy posted 5 days ago
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