Sr. Data Scientist, Advanced Analytics and Insights
Core
Building data infrastructure and developing advanced analytics models to support senior leadership decision-making and product strategy.
Role type
Senior IC data scientist (advanced analytics & ML)
Builds
Data-driven models, scalable data pipelines, and management reports for corporate decision-making
Domain
Financial services / Machine learning / Big data
Deliverable
production ML models | dashboards & analysis
Required skills
Advanced statistical analysis, predictive modeling, machine learning, deep learning, data sourcing, model deployment, web scraping, big data analysis
Preferred skills
Bayesian Networks Inference, mixed models/multi-level modeling, financial services domain knowledge, structured and unstructured data handling
Technologies
R/RStudio, Python, SAS, SQL, NoSQL, AWS Sagemaker, TensorFlow, scikit-learn, caret
Responsibilities
Perform advanced analytics to extract business value, conduct large-scale experimentation, research cutting-edge ML/AI techniques, determine requirements for deep learning models, articulate data exploitation roadmaps, influence product teams with data recommendations, evangelize best practices, own the end-to-end model development process
Seniority
Senior, hands-on IC
