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Manager, R&D Data Modeler
BeOne Medicines. Design and maintain complex conceptual, logical, and physical models for key R&D domains .
Posted 11/10/2026full-timeRemote • United StatesMid-LevelSenior💰 $125,000 - $165,000 per yearWebsite
Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in data modeling and architecture, with a strong focus on optimizing schemas for analytics and AI workloads. Proven ability to lead projects, mentor teams, and ensure compliance with FAIR and GxP standards.
Highest-signal resume keywords
Data ModelingCloud Data EnvironmentsAnalytics OptimizationLeadership and MentoringStakeholder Management
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Data ModelingSchema DesignData ArchitectureAPI DevelopmentChange ManagementVersioningMetadata StandardsNormalizationAnalytics Use CasesIntegration Mapping
Soft Skills
LeadershipMentoringStakeholder Management
Tools & Technologies
Modeling ToolsCloud PlatformsMicrosoft OutlookMicrosoft WordMicrosoft ExcelMicrosoft PowerPointMicrosoft Project
Industry Keywords
Pharma R&DFAIR ComplianceGxP ComplianceOperational Data RepositoryData Governance
Tech Stack
Tools & technologiesCloud
About the role
Key responsibilities & impact- Design and maintain complex conceptual, logical, and physical models for key R&D domains
- Govern the evolution of common data models and ontologies for reusable data products and APIs
- Optimize schemas for analytics and AI workloads
- Lead source-to-target mapping for critical integrations into the Operational Data Repository
- Establish and enforce naming conventions, harmonization processes, and metadata standards
- Partner with R&D Digital, DSDI, and business stakeholders to translate requirements into production-ready solutions
- Embed FAIR and GxP-compliant governance into modeling projects
- Define model versioning, documentation templates, and change-management workflows
- Evaluate and recommend modeling tools or platforms and oversee migrations
- Facilitate design workshops and lead impact analyses for future-state architectures
- Mentor junior modelers and deliver training on methodologies
- Act as the primary data consultant for mid- to large-scale platform implementations, including data warehouses and cloud data lakes
Requirements
What you’ll need- Bachelor's or master's degree in computer science, Data Science, or related field
- Bachelor's degree or equivalent in a health-related field
- 6+ years of full-lifecycle data modeling or architecture experience—preferably within Pharma R&D
- Hands-on expertise with modeling tools and cloud/on-prem environments
- Proven track record designing performant, normalized schemas and supporting analytics/AI use cases
- Strong leadership, mentoring, and stakeholder-management abilities
- Microsoft Applications: Outlook, Word, Excel, PowerPoint, Project
Benefits
Comp & perks- Annual bonus plan eligibility for non-commercial roles
- Discretionary equity awards
- Employee Stock Purchase Plan
- Medical insurance
- Dental insurance
- Vision insurance
- 401(k)
- FSA/HSA
- Life Insurance
- Paid Time Off
- Wellness
- Minimal travel