Data Scientist

Green Thumb Industries

Chicago, Illinois, United States
On-site
Build and validate demand forecasting models
Engineer features for snowflake feature store
Conduct dimensionality reduction analysis
This role focuses on building a data science function that powers real operational decisions through demand forecasting and analytics science

Job Summary

  • This role focuses on building a data science function that powers real operational decisions through demand forecasting and analytics science.
  • The position involves building, testing, and maintaining ML models while engineering features from diverse data sources like sales history and weather data.
  • Candidates will work closely with the Manager of Data Engineering to evolve the feature engineering roadmap and identify new model architectures.

Matching Summary

This role focuses on building a data science function that powers real operational decisions through demand forecasting and analytics science.

Skills & Requirements

Must-have

  • Build and validate demand forecasting models
  • Engineer features for Snowflake Feature Store
  • Conduct dimensionality reduction analysis
  • Investigate forecasting errors and anomalies
  • Develop reusable analytical frameworks

Nice-to-have

  • Experience with backtesting frameworks
  • Ability to translate data into business answers
  • Collaboration with data engineering teams
  • Interest in evolving feature engineering roadmaps

Key Requirements

  • Hybrid work requiring 1 day per week in office
  • Experience with Snowflake Feature Store
  • Proficiency in machine learning model validation

Work Rights

Not specified

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