Design, implement, and maintain reusable Python libraries for scientific and image analysis and quality control.Build and operate reproducible analysis pipelines integrated with workflow-management and scientific data systems.Define data models for raw data, experimental metadata, derived results, and analysis provenance across experimental assays.Partner with wet-lab and computatio