Manager, AI-Ready Data Modeling
Core
Design and deliver standardized, interoperable data structures for R&D data assets to support analytics, AI/ML use cases, and scalable data integration.
Role type
Manager, AI-Ready Data Modeling
Builds
Reusable schemas, templates, and shared data models for R&D domains
Domain
Life Sciences / R&D
Deliverable
production ML models
Required skills
Conceptual, logical, and physical data modeling; Data modeling tools and techniques; Data platforms (data lakes, warehouses, APIs); Shared data assets and schema design
Preferred skills
AI/ML or advanced analytics use cases; Ontologies or semantic modeling
Technologies
Data lakes, data warehouses, APIs
Responsibilities
Design and develop conceptual, logical, and physical data models for R&D data assets; Translate business and scientific requirements into structured, scalable data models; Contribute to development of reusable schemas, templates, and shared data models; Partner with domain experts, data engineers, and data scientists to align models with needs; Incorporate data quality rules, metadata, and lineage into model design
Seniority
Manager, hands-on IC with team leadership
