Data Scientist - Proactive Communication
Core
Develop data-driven models to identify customer financial needs and improve the Next Best Action (NBA) marketing recommendation system.
Role type
Data Scientist (Recommendation Systems)
Builds
Recommendation models for retail banking customers
Domain
Retail Banking / Machine Learning
Deliverable
production ML models
Required skills
Statistics, Machine Learning, Recommendation systems, Ranking models, A/B testing, Experiment design, Python, SQL
Preferred skills
Distributed computing (PySpark), Git, Software engineering practices
Responsibilities
Develop models to identify customer financial needs, Analyze large datasets for actionable insights, Work across the full analytics lifecycle from problem definition to model evaluation
Seniority
Individual Contributor
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