Senior Machine Learning Engineer
Core
Design, train, and iterate on ML models to personalize result ranking, improve customer conversion, and optimize bidding/targeting for an insurance comparison platform.
Role type
Senior Machine Learning Engineer
Builds
ML-powered ranking, bidding, and targeting features for an insurance comparison product
Domain
InsurTech / Fintech
Deliverable
production ML models
Required skills
Python (numpy, pandas, sklearn), SQL, model training and iteration, problem formulation, data exploration, model validation, Git version control, ambiguous problem clarification, quantitative analysis
Preferred skills
Product-driven sensibility, curiosity about data distributions, quick learning ability
Technologies
Python, numpy, pandas, sklearn, SQL, Git
Responsibilities
Design and iterate ML models for result ranking; Propose experiments to improve conversion and engagement; Own ML solutions end-to-end; Collaborate with engineers on development practices; Partner with Marketing on bidding and targeting methodologies
Seniority
Senior, hands-on IC