2 of 2 PySpark Jobs in Southampton

direct dependence on operational databases or replicas. Fabric Data Factory and pipelines with stronger orchestration, monitoring and automated deployment. Python, notebooks and Spark/PySpark where they are the right tool for modern analytical workloads. Direct Lake and other Fabric-native patterns where they provide a genuine benefit. Better ...

data architecture. Proven experience delivering large‐scale data platforms and production‐grade pipelines. Strong Python and SQL skills, with hands‐on experience in Spark, PySpark or Scala. Experience with dbt for data modelling and transformation. Strong knowledge of cloud platforms such as GCP, Azure or AWS, and services including ...