Design and build Python services that ingest, organize, and store manufacturing data from dispersed shop-floor, test, and enterprise sources in mixed formats, then present it as a coherent system others can rely on. Integrate manufacturing software with the broader systems ecosystem (MES, ERP, QMS, PLM, and data platforms) so production data is trustworthy, queryable, and usable end to end.