Data Scientist למחלקת כרטיסי אשראי ואמצעי תשלום
Core
Develop complex ML models for customer behavior prediction, usage pattern identification, and campaign optimization to drive data-driven decisions and improve credit card and payment product performance.
Role type
Senior IC data scientist (financial services)
Builds
Production ML models for risk management, churn prediction, and personalized recommendations
Domain
Financial services, credit cards, digital wallets, and payment systems (via careerplan.io/jobs/F8-004-0F-F61-data-scientist-at-discount-bank)
Deliverable
production ML models
Required skills
Machine Learning, Python, SQL, Data Mining, Statistical methods, AI tools
Preferred skills
Experience with large data repositories, financial risk management, business intelligence
Technologies
Python, Pandas, NumPy, Scikit-learn, SQL
Responsibilities
Develop and use ML algorithms to identify trends in credit card and digital wallet domains; Identify business challenges related to credit risk management and transaction volume growth; Build complex models for predicting customer churn, product acquisition, and usage patterns; Develop control processes for settlement with payment companies and business partners; Build additional data repositories and define information presentation for decision-makers; Manage and control unit revenue and analyze operational expenses.
