Machine Learning Engineer
Core
Build machine learning models and algorithms to personalize insurance product rankings and optimize marketing bidding/targeting for customer conversion.
Role type
Machine Learning Engineer (Marketing & Product)
Builds
Personalized ranking models, bidding/targeting models for Paid Search, Retargeting, and Email
Domain
InsurTech / Digital Insurance
Deliverable
production ML models
Required skills
Python (numpy, pandas, sklearn), SQL, quantitative analysis, algorithm development, experiment design, business problem clarification
Preferred skills
math/CS competition background, AI scaling experience
Technologies
Python, numpy, pandas, sklearn, SQL
Responsibilities
Partner with Marketing to build sophisticated bidding and targeting models; Develop models to personalize product result rankings; Propose and build experiments to improve customer conversion
Seniority
Junior to Mid-level, hands-on IC