Data Scientist
- Джерело:
- djinni.co
Що робити
- Explore user journeys, habits, and behavioral patterns to identify signals associated with adoption, engagement, upgrades, repeat purchases, and churn.
- Define prediction targets and develop features, labels, and training datasets from product events, transactions, and customer data.
- Train, tune, and evaluate machine learning models for purchase propensity, customer lifetime value, churn risk, and next-best actions.
- Develop segmentation, recommendations, and personalization models; apply deep learning where the problem and available data justify it.
- Partner with engineers to deploy models and integrate predictions into product experiences and business workflows, including monitoring and retraining.
Що пропонуємо
- You will help shape applied data science within Core Analytics and influence how our products respond to user needs. Your work will turn behavioral data into models and experiences that help users discover value, adopt relevant features, and make repeat purchases.
- Required experience:
- Experience delivering data science or machine learning solutions with measurable product or business outcomes.
- Strong Python skills for data preparation, feature engineering, model training, and evaluation using pandas, NumPy, scikit-learn, and related libraries.
- Strong SQL skills for analyzing event-level data and building reliable modeling datasets.
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