Data Scientist, Auto Finance Analytics Sr. Associate
Core
Transform digital customer behavior data into actionable business insights and recommendations to drive product innovation and growth in auto finance.
Role type
Senior IC data scientist (auto finance analytics)
Builds
Predictive models, measurement frameworks, and analytical solutions for product teams
Domain
Auto finance, digital analytics, machine learning
Deliverable
production ML models | dashboards & analysis
Required skills
predictive modeling, classification methods (logistic regression, k-NN, random forest, gradient boosting), statistical analysis, A/B experiment design, SQL, Python, data visualization, KPI definition
Preferred skills
conversational AI development, end-to-end ML integration, AWS Cloud Practitioner certification
Technologies
AWS, GitHub Copilot, LLM Suite, Adobe Analytics, Tableau
Responsibilities
Conduct in-depth analyses to uncover opportunities for product innovation and growth; present data-driven findings to business leaders to support strategic decision-making; partner with cross-functional teams to implement data-led strategies; develop statistical models to identify patterns in complex datasets; analyze the digital customer engagement funnel to recommend conversion enhancements; refine measurement frameworks and KPIs to surface anomalies and trends.
Seniority
Senior, hands-on IC
