Sr Applied Scientist - Demand Forecasting

Abode Techzone LLC

  • Irvine, CA
  • 30+ days ago
  • Remote

    Highlights

    Develop and retrain demand forecasting models as new regional markets come online. •     Applied statistics, time-series forecasting (ARIMA, Prophet, neural methods).

    Numbers & Facts

    LocationIrvine, CA (
    Remote
    )

    Description

    Sr Applied Scientist - Demand Forecasting
    Duration: 9 months
    Location: Irvine, CA and 100% remote role

    Scope:
    •     Develop and retrain demand forecasting models as new regional markets come online
    •     Adapt existing forecasting framework to regional demand signals (seasonality, buying patterns, lead times per market)
    •     Calibrate forecast accuracy using federated regional data
    •     Validate model quality meets go-live thresholds before each regional activation
    •     Collaborate with the optimization team on inputs to the allocation engine

    Required:
    •     Applied statistics, time-series forecasting (ARIMA, Prophet, neural methods)
    •     Retail demand planning or demand sensing experience
    •     SageMaker model training and deployment
    •     Python, SQL, experience with large-scale retail datasets
    •     Ability to work independently with architectural direction from lead scientist

    Preferred:
    •     Supply chain or inventory management domain experience
    •     Multi-market / international retail exposure

     

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