snowflake , Apis, Data Profiling, Sql, Data Warehousing, Data Flow Diagrams, Alation, Kimball-style techniques, Layered or medallion-style analytics architecture, Dimensional modelling, Data contracts, Agile or Scaled Agile delivery environments, Analytical data products