Google Cloud data and AI solutions for enterprise transformation
Datwave is a Google Cloud native services firm building data pipelines, MLOps platforms, and AI observability systems for mid-market enterprises. The stack—GCP, Vertex AI, Dataflow, Databricks, Spark—reflects deep specialization in cloud-native data infrastructure. Active hiring skews toward senior data and engineering roles in Italy, aligned with a project mix centered on ML operationalization and real-time pipeline work.
Datwave designs and deploys AI, cloud, and data solutions for organizations navigating digital transformation. Based in Milan with 51–200 employees, the firm works primarily with Google Cloud Platform, building batch and real-time data pipelines, MLOps platforms, and AI observability layers. The team includes data scientists, ML engineers, and cloud architects. Current execution focuses on ML model deployment, pipeline orchestration, and helping clients scale model execution while maintaining governance and security.
GCP, Vertex AI, Dataflow, Composer, Data Fusion, Databricks, Apache Spark, Python, Java, and SQL. The firm also integrates AWS and Azure for hybrid cloud scenarios.
MLOps platforms, real-time and batch data pipelines, ML model deployment automation, AI observability features, and data platform optimization for Google Cloud customers.
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