Machine Learning Modeler, Advanced Insights & Modeling
仕事内容
Design and implement forecasting, financial, and optimization models that inform strategic decisions.
Build end-to-end ML pipelines for training, deployment, and monitoring at scale, ensuring reproducibility.
Work with Data Science to productionize experimental models and integrate them into live systems.
Partner with Analytics and Finance to ensure forecasts are accurate, interpretable, and aligned with business goals.
Create and contribute to explainability tools that communicate model drivers and uncertainty to stakeholders.
Improve data pipelines (Airflow, BigQuery, Spark), establish best practices, and translate technical findings into actionable recommendations.
Build end-to-end ML pipelines for training, deployment, and monitoring at scale, ensuring reproducibility.
Work with Data Science to productionize experimental models and integrate them into live systems.
Partner with Analytics and Finance to ensure forecasts are accurate, interpretable, and aligned with business goals.
Create and contribute to explainability tools that communicate model drivers and uncertainty to stakeholders.
Improve data pipelines (Airflow, BigQuery, Spark), establish best practices, and translate technical findings into actionable recommendations.
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