Senior Manager, Data Science, Bank Operations
Core
Building machine learning models for core internal bank operations capabilities including check/document reading, anomaly identification, NLP of calls, and operational forecasting.
Role type
Senior Manager, Data Science
Builds
Production ML models for internal bank operations (document reading, anomaly detection, call NLP, forecasting)
Domain
Banking / Financial Services / Operations
Deliverable
production ML models
Required skills
Machine learning, relational databases, open-source programming languages, large-scale data analysis, quantitative analysis
Preferred skills
AWS, people management, Python/Scala/R for large-scale data analysis
Technologies
Python, Conda, AWS, H2O, Spark, neural networks, LLMs, transformer architectures
Responsibilities
Partner with cross-functional teams to deliver products; build ML models through design, training, evaluation, validation, and implementation; leverage technology stack to reveal insights in numeric and textual data
Seniority
Senior, hands-on IC with management responsibilities