Senior Data Scientist - Full Stack
Core
Leading end-to-end development of data science and machine learning solutions for dynamic content targeting and prioritisation to enhance user experience in a consumer credit marketplace.
Role type
Senior Full Stack Data Scientist (Targeting & Personalization)
Builds
Dynamic content targeting solutions, predictive ML models, and real-time inference pipelines for consumer credit products.
Domain
Consumer Finance / Credit Scoring / Machine Learning
Deliverable
production ML models
Required skills
Python, SQL, dbt, statistical modeling, machine learning, feature engineering, model lifecycle management, real-time inference, Databricks
Preferred skills
AI tools integration, consumer lending domain knowledge, credit bureau data utilization, product-focused collaboration
Responsibilities
Lead end-to-end ML solution development from concept to impact evaluation; Scrutinize data and model behavior to ensure production quality; Optimize model development and management processes; Drive strategic utilization of model outputs for decision-making; Explore intersections of traditional ML and AI for better user outcomes.
Seniority
Senior, hands-on IC