Manager, Machine Learning Engineering (Repayment & Recovery)
Core
Manage a team of ML engineers building models for the post-origination side of the credit lifecycle to predict repayment behavior, prioritize collections, and minimize loss.
Role type
Senior IC machine learning engineering manager (credit risk)
Builds
ML models for repayment, collections, recovery, and loss mitigation
Domain
Financial services / Credit lending
Deliverable
production ML models
Required skills
Machine learning (tree-based models, transformers, deep learning, agentic ML), hands-on technical leadership, system architecture, financial services domain expertise (credit/lending), team management
Preferred skills
Experience with post-origination modeling, ability to thrive in ambiguity
Technologies
Tree-based models, transformers, deep learning, agentic ML
Responsibilities
Set technical strategy for the team, partner with product and risk leaders to design and scale ML solutions, mentor engineers, define and advocate for technical solutions and operational processes
Seniority
Senior, hands-on IC with management responsibilities