Senior Data Scientist
Core
Develop predictive modeling, advanced machine learning, and simulation solutions to support Asset Management business objectives and translate analytic output into actionable business knowledge.
Role type
Senior IC data scientist (asset management)
Builds
Predictive models, analytical solutions, and data sets for investment management
Domain
Financial services / Asset management
Deliverable
production ML models
Required skills
advanced statistical methods, linear algebra, statistical programming (SAS, R, Python, SQL), data visualization, business requirement definition, data governance
Preferred skills
big data technologies (Hadoop, Spark, Dataiku, Amazon SageMaker), cloud computing environments, container management
Technologies
SAS, R, Python, SQL, Hadoop, Spark, Dataiku, Amazon SageMaker
Responsibilities
Develop and implement complex analytical solutions using predictive modeling and machine learning; create datasets and perform data quality control; monitor execution of analytical solutions; collaborate with business leaders to define requirements and communicate insights; embed analytic programs and track process improvements; ensure adherence to data and model governance standards.
Seniority
Senior, hands-on IC