Senior Data Scientist — Clean Cooking (PAYG LPG)
Core
Senior Data Scientist owning end-to-end data products for a PAYG LPG business to improve customer activation, refill frequency, and retention in emerging markets.
Role type
Senior individual-contributor data scientist (product ownership)
Builds
Production ML models and data products for commercial teams
Domain
Emerging markets consumer finance / clean cooking / PAYG LPG
Deliverable
production ML models
Required skills
Classical machine learning, probabilistic modelling, Bayesian inference, experiment design, Python, SQL, data wrangling, model evaluation
Preferred skills
Experience in PAYG, fintech lending, telco, or emerging-market consumer businesses
Technologies
Python, SQL, AWS, MLflow
Responsibilities
Design and build ML models for churn prediction, credit modelling, and demand forecasting; establish pricing and promotion analysis approaches; design and analyse field experiments; partner with engineering on model deployment and monitoring; translate business problems into statistical questions
Seniority
Senior, hands-on IC
