Data Scientist
Core
Build production-grade ML models for sales forecasting, pricing, and promotion effectiveness using messy real-world retail data from 200+ CPG brands.
Role type
Senior IC data scientist (forecasting & causal inference)
Builds
Production ML models integrated into the Confido platform for demand planning and trade promotion analysis
Domain
CPG retail, supply chain, and demand planning
Deliverable
production ML models
Required skills
statistical modeling, time-series analysis, experiment design, uncertainty quantification, Python, SQL
Preferred skills
hierarchical forecasting, intermittent demand handling, production model deployment, retail/CPG domain knowledge
Technologies
Python, SQL, Snowflake, dbt, AWS
Responsibilities
Improve prediction quality for noisy retail time series, measure promotion lift and price elasticity, build statistical checks for data quality
Seniority
Mid-level, hands-on IC
