Posted 19 days ago
Data Scientist Senior Forecasting & GCP
AI Summary
Leads the full lifecycle of advanced hierarchical, multi-horizon forecasting models using global machine learning, exogenous variables, MLOps and explainability on GCP. Requires senior autonomy and retail forecasting experience.
About this role
Buscamos un perfil senior y autónomo, capaz de liderar el ciclo de vida completo de modelos de forecasting avanzados.
Requisitos clave:
Experiencia en forecasting jerárquico y multi-horizonte, con modelos globales de Machine Learning que aprendan de forma cruzada.
Modelado de variables endógenas y exógenas: meteorología, macroeconomía y eventos deportivos, evitando el data leakage.
Experiencia con grandes volúmenes de datos y análisis crítico de las fuentes.
Dominio de GCP: BigQuery, Airflow y Vertex AI.
Experiencia en MLOps, despliegue en producción y monitorización de desviaciones.
Creación de pipelines de validación de datos de entrada.
Explicabilidad avanzada mediante SHAP values y generación automatizada de análisis post mortem.
Capacidad para traducir métricas complejas en conclusiones claras para negocio.
Imprescindible: experiencia aplicada en forecasting dentro del sector retail.
Skills
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