データサイエンティスト（ビジネスグロース領域）
Core
Develop and operate machine learning models and data analysis to drive user value and business growth for PayPay Card's fintech services.
Role type
Senior IC data scientist (business growth)
Builds
Production ML models and product features for user acquisition, retention, and monetization
Domain
Fintech / Credit cards / Payments
Deliverable
production ML models
Required skills
Python, SQL, Google Cloud Platform (GCP), Machine Learning, Statistical Modeling, Data Analysis, Model Deployment, A/B Testing, Business KPI Analysis
Preferred skills
MLOps, AutoML, Generative AI, Credit Card Domain Knowledge, User Behavior Analysis
Technologies
Python, SQL, BigQuery, Vertex AI, LightGBM, XGBoost, CatBoost, scikit-learn, DataRobot, Looker Studio, Docker, CI/CD
Responsibilities
Define analysis themes and design models to improve business KPIs (sign-ups, GMV, churn, revenue), implement marketing and product strategies based on insights, validate campaign effectiveness, and collaborate with product and marketing teams to drive decision-making.
Seniority
Senior, hands-on IC
