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A leading data services company in the US seeks a generalist for operational machine learning and AI systems. In this role, you will manage the complete lifecycle from data ingestion to monitoring, ensuring robust deployment of machine learning models. Ideal candidates should have a solid foundation in distributed data processing with Spark and SQL, alongside experience with cloud solutions like AWS. Strong communication skills are essential for collaborating with teams and driving revenue via data systems.