Senior Manager, Machine Learning
Core
Lead a small, nimble team of ML scientists to build and optimize production machine learning models for lending decisions, serving millions of borrowers across the US and Canada.
Role type
Senior Manager, Machine Learning (Player-Coach)
Builds
Core underwriting and customer behavior models (churn, draw, default) for new subscription credit lines; competing risk and recovery models for auto retail lending; optimization of core unsecured personal loan models.
Domain
Consumer Finance / AI Lending
Deliverable
production ML models
Required skills
Production ML development and deployment, statistical and economic intuition, cross-functional leadership, team building and mentorship, project management, model evaluation and design.
Preferred skills
PhD in quantitative field, experience building new ML products from scratch, domain knowledge in consumer finance, familiarity with end-to-end ML infrastructure and feature stores.
Technologies
(Not explicitly listed as a specific toolset, but implies general ML stacks)
Responsibilities
Review code and PRs, dive deep into model design and data analysis, lead strategic initiatives for specific product areas, translate model predictions into business outcomes, scale ML efforts from 0→1 or optimize mature models.
Seniority
Senior Manager, hands-on IC with leadership scope