16 ott - Gais
Capgemini
YOUR ROLE
You will lead a modelling strategy for scientific data harmonization work. This work aims to strengthen mechanistic understanding of disease and make integrated FAIR data products available to R&D; scientists for rapid query and decision-making. You turn ambiguous scientific requirements into clear canonical models, make and document ontology decisions, and set the standards for identifiers, provenance and schema governance across data assets.
• Lead modelling strategy across data harmonization, pipeline validation, knowledge graph and FAIR data product requirements
• Translate ambiguous scientific requirements into clear conceptual, logical and canonical data models
• Model biomedical entities and relationships including genes, targets, diseases, indications, phenotypes, mechanisms, biomarkers, tissues, cell types, assay modalities, evidence, provenance and causal relationships
• Make ontology reuse, extension and mapping decisions, with documented rationale
• Define persistent identifiers and consistent provenance fields across data assets
• Drive schema review,
approval, versioning and publication processes in GitHub, including changelogs, tagged releases and downstream impact assessment
• Define validation rules and data quality checks for ontology terms, ranges, required fields, ID and label consistency, cross-field consistency and provenance completeness
• Identify modelling risks early: metadata gaps, ontology conflicts, source data quality issues, lineage gaps and downstream compatibility problems
• Design modular, reusable and future-proof models aligned to FAIR principles and enterprise standards
• Work with scientific knowledge engineering, biology SMEs, data engineering, knowledge graph engineering, product management, data stewards and platform teams
• Mentor junior and mid-level modelers
YOUR PROFILE
• MSc or PhD (or equivalent professional experience) in biology, biomedical sciences, bioengineering, genetics, neuroscience, bioinformatics,
16 ott - Italia
ElevenLabs
16 ott - Roma
Pizzeria MAMI
16 ott - Modena
GAM
16 ott - Como
Gruppo Ethos