Senior Machine Learning Engineer
Core
Develop and maintain a production ML product (Dynamic Risk Score) for daily scoring of the entire client base to drive quarantine, alert suppression, and credit decisions in financial crime prevention.
Role type
Senior Machine Learning Engineer (Production ML)
Builds
Production ML models for transaction processing and client onboarding
Domain
Fintech / Financial Crime Prevention
Deliverable
production ML models
Required skills
Binary classification, regression, SQL, Python, cloud data platforms (Databricks), API services (FastAPI), model monitoring, champion-challenger framework, infrastructure design
Preferred skills
Graph modeling, foundation models, embeddings
Responsibilities
Gather requirements and prototype ML models for financial crime detection; deploy and serve models in production; optimize transaction rules and alert performance; implement continuous monitoring and A/B evaluation; develop infrastructure for model operationalization
Seniority
Senior, hands-on IC
