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The posting states that the candidate will 'develop and implement robust code for model training, inference, and deployment ... directly within the Databricks platform' and must build large-scale data pipelines using PySpark on Databricks. This responsibility for implementing and deploying a new forecasting application on the Databricks platform shows strong software platform buying intent.