Data Scientist
Core
Develops predictive models and machine learning algorithms to mine large datasets, design data solutions, and provide recommendations for business leaders to drive productivity and market competitiveness.
Role type
Senior IC data scientist (machine learning)
Builds
Predictive models, machine learning algorithms, and data-driven decision-making solutions
Domain
Financial services / Machine learning
Deliverable
production ML models
Required skills
Python, SQL, Hadoop, Spark, machine learning, deep learning, data mining, predictive modeling, big data technologies
Preferred skills
Cloud-based modeling (AWS SageMaker, AzureML), automation and scheduling of data pipelines, customer discretionary pricing optimization
Technologies
Python, SAS, SQL, Hadoop, Spark, AWS SageMaker, AzureML
Responsibilities
Design and construct processes for modeling data; develop prediction systems and ML algorithms; collaborate with product teams to provide data-driven decision making; operate at an enterprise-wide level serving senior leaders; apply risk management frameworks to make sound, risk-informed decisions.
Seniority
Senior, hands-on IC
