Move DDL files from flat ddl/ directory to sql/ddl/ with layer-based subdirectories (stg, ods, dds, dm). Move batch transformation SQL from jobs/ to sql/ layer directories. Update scripts and documentation to reflect new paths for improved organization and Airflow integration.