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Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Associate Director, Information Architecture - **Company:** Otsuka Pharmaceutical Companies (U.S.) - **Location:** Princeton, NJ, United States - **Experience:** Experienced - **Salary:** $169,222.0 - $253,000.0 - **Contract:** Permanent contract - **Skills:** Artificial Intelligence, Amazon Web Services, Microsoft Azure, Health Informatics, Cloud Database, Cyber Security, Data Architecture, Data Governance, Data Structures, Digital Assets, Graph Database, Information Sciences, Interoperability, Metadata, Meta-Data Management, Cloud Services, Semantic Web, Data Streaming, Enterprise Data Management, Fast Healthcare Interoperability Resources, Large Language Models, Snowflake, Generative AI, Togaf, Data Layers, AI Platforms, Information Technology, Collibra, Data Analytics, Health Level Seven International, Data Management, Physical Data Models - **Published:** September 22, 2026 - **Apply:** https://vhr-otsuka.wd1.myworkdayjobs.com/External/job/Princeton-NJ/Associate-Director--Information-Architecture_R12908 ## About the Role * Minimum of 8+ years of progressive experience in Information Architecture, Data Architecture, or Enterprise Data Modeling, with at least 3 years in a senior/lead capacity. * Demonstrated experience working in the pharmaceutical, biotechnology, or life sciences industry, with deep knowledge of pharma data, data flows, and business processes across R&D, Clinical, Commercial, and/or compliance/security domain. * Hands-on expertise with pharmaceutical and healthcare data standards, including CDISC (SDTM, ADaM, CDASH), HL7 / FHIR, OMOP, IDMP, and other regulatory data standards. * Deep expertise in conceptual, logical, and physical data modeling across relational, dimensional, and graph paradigms. * Strong experience in defining and governing taxonomies, ontologies, controlled vocabularies, and semantic layers (RDF, OWL, SKOS). * Hands-on experience designing and operationalizing knowledge graphs and semantic technologies for enterprise use cases. * Familiarity with AI Context Layers, semantic layers for GenAI/LLM applications, and grounding techniques for retrieval-augmented generation (RAG). * Experience with enterprise data cataloging and metadata management platforms (e.g., Atlan, Collibra, Alation, Informatica). * Understanding of data governance operating models and the interplay between architecture, stewardship, and quality. * Working knowledge of cloud data platforms (AWS, Azure, Snowflake) and their information architecture implications. * Excellent communication and influencing skills with the ability to translate complex architectural concepts for technical and non-technical audiences. * Experience leading cross-functional initiatives and managing stakeholder relationships at all organizational levels. * Strong analytical, conceptual, and systematic problem-solving abilities. * Customer-Focused: Anticipates user needs and delivers practical, value-driven solutions. * Accountable: Owns technical deliverables and outcomes. * Innovative: Challenges the status quo and champions new ideas. * Collaborative: Builds strong partnerships across disciplines and cultures. * Ethical: Demonstrates integrity and aligns with Otsuka's corporate values. * Resilient: Adapts quickly to new challenges and shifting priorities. * People Leadership: Ability to lead, coach, and mentor Information Architects and domain-aligned data modelers. * Up to 10-15% travel is required, based upon business needs., * Bachelor's degree in Information Science, Computer Science, Data Management, Library Science, or a related field (required). * Master's degree in Information Architecture, Data Science, Health Informatics, or a related discipline (preferred). Certifications (Preferred) * CDMP (Certified Data Management Professional) - DAMA International * TOGAF - The Open Group Architecture Framework * CBIP (Certified Business Intelligence Professional) - TDWI * Certifications in ontology engineering, knowledge graphs, or semantic web technologies * Cloud data certifications (AWS, Azure, Snowflake) * ITIL Foundation or comparable IT service management certification, Accountability for Results - Stay focused on key strategic objectives, be accountable for high standards of performance, and take an active role in leading change. Strategic Thinking & Problem Solving - Make decisions considering the long-term impact to customers, patients, employees, and the business. Patient & Customer Centricity - Maintain an ongoing focus on the needs of our customers and/or key stakeholders. Impactful Communication - Communicate with logic, clarity, and respect. Influence at all levels to achieve the best results for Otsuka. Respectful Collaboration - Seek and value others' perspectives and strive for diverse partnerships to enhance work toward common goals. Empowered Development - Play an active role in professional development as a business imperative. Minimum $169,222.00 - Maximum $253,000.00, plus incentive opportunity: The range shown represents a typical pay range or starting pay for individuals who are hired in the role to perform in the United States. Other elements may be used to determine actual pay such as the candidate's job experience, specific skills, and comparison to internal incumbents currently in role. Typically, actual pay will be positioned within the established range, rather than at its minimum or maximum. This information is provided to applicants in accordance with states and local laws. ## Description The Associate Director, Information Architecture will be a key member of the Information Governance leadership team, responsible for designing and evolving the information architecture that supports Otsuka's data, analytics, and AI ambitions. The Associate Director will collaborate with Data Stewards, Data Owners, Data Product Owners, Platform Owners, and business stakeholders to translate business processes into well-structured, semantically rich, and interoperable data assets., * Define and maintain the enterprise information architecture strategy, principles, and reference models that guide how data is structured across data domains (R&D, Clinical, Commercial, Compliance/Security, Corporate). * Establish enterprise standards for data modeling, taxonomies, ontologies, controlled vocabularies, and semantic layers. * Ensure alignment with industry standards relevant to pharmaceutical and healthcare data, including CDISC (SDTM, ADaM, CDASH), HL7 / FHIR, OMOP, IDMP, and other applicable frameworks. * Develop the roadmap for evolving Otsuka's information architecture in support of AI, GenAI, and advanced analytics use cases., * Partner with Data Stewards and Data Owners to define conceptual, logical, and physical data models across domains. * Map data assets to business processes and business capabilities, providing end-to-end visibility of data lifecycle from creation to consumption. * Identify and drive resolution of structural gaps, redundancies, and inconsistencies across data domains. * Collaborate with Solution Architects and Platform Leads to ensure that solution designs align with enterprise information architecture standards., * Design and govern enterprise taxonomies and ontologies that enable consistent classification, tagging, and semantic interoperability of information assets. * Lead the design and evolution of enterprise knowledge graphs to connect entities, relationships, and business context across data assets. * Define the metadata framework required to support knowledge graph population, curation, and evolution. * Partner with the Enterprise Data Catalogue Platform Owner to operationalize taxonomies, ontologies, and semantic assets in tools such as Atlan and integrate them across the data ecosystem., * Define and evolve the AI Context Layer-the semantic layer that enables Large Language Models (LLMs), agents, and RAG pipelines to reliably access, interpret, and reason over enterprise data. * Establish standards for structured context, prompt-grounding metadata, and semantic annotations required by AI applications. * Collaborate with the AI Platform Lead, AI Engineers, and Data Scientists to ensure that AI solutions are grounded in accurate, well-described, and governed data. * Contribute to the responsible AI framework by ensuring explainability, provenance, and traceability of AI-consumed data assets., * Partner with Data Stewards, Data Owners, and Data Product Owners to embed information architecture standards into their day-to-day practices. * Develop training, playbooks, and reference implementations to accelerate adoption of information architecture standards across the enterprise. * Coach and mentor the Information Architect(s) and provide technical guidance to domain-aligned modelers. * Serve as a trusted advisor to business and IT stakeholders on all matters of information structure, semantics, and interoperability. Cross-Functional Collaboration & Stakeholder Engagement * Collaborate with the Data Quality & Metadata Lead to ensure that architectural standards are supported by quality controls and metadata practices. * Partner with the Data and Analytics Service Delivery Leads to ensure solution delivery aligns with enterprise information architecture. * Engage with Information Security, Legal, and Compliance to embed classification, sensitivity, and regulatory dimensions into the information architecture. * Represent Information Architecture in enterprise architecture forums, data governance councils, and cross-functional working groups., The Associate Director, Information Architecture is a senior technical leadership role responsible for defining and evolving the information architecture that underpins Otsuka's data, analytics, and AI capabilities. The Associate Director will drive the design of the data structures, semantic layers, and knowledge assets required to make information trusted, findable, and AI-ready across the enterprise. The work centers on three areas: * establishing enterprise information architecture standards and reference models * enabling semantic understanding through taxonomies, ontologies, and knowledge graphs * defining the AI Context Layer that grounds AI and GenAI applications in accurate, well-governed data This role requires close collaboration with Data Stewards, Data Owners, Data Product Owners, Platform Owners, and the Information Architect(s), reporting to the Information Governance Lead as a core member of the Information Governance program. ## Related Videos - [A Data Mesh needs Open Metadata](https://www.wearedevelopers.com/videos/505-a-data-mesh-needs-open-metadata) - [Blueprints for Success: Steering a Global Data & AI Architecture](https://www.wearedevelopers.com/videos/1577-blueprints-for-success-steering-a-global-data-ai-architecture) - [Crafting Custom Frameworks with Rust: A Deep Dive into Procedural Macros](https://www.wearedevelopers.com/videos/849-crafting-custom-frameworks-with-rust-a-deep-dive-into-procedural-macros) - [Designing How Work Feels: The Science Behind Sanofi’s Workplace Experience](https://www.wearedevelopers.com/videos/1848-designing-how-work-feels-the-science-behind-sanofi-s-workplace-experience) - [Coffee with Developers - Maria Apazoglou](https://www.wearedevelopers.com/videos/1209-coffee-with-developers-maria-apazoglou) - [Bringing Clarity to Event Streams: Enabling Analytics and AI Through Rich Metadata](https://www.wearedevelopers.com/videos/1616-bringing-clarity-to-event-streams-enabling-analytics-and-ai-through-rich-metadata) ## Related Articles - [Highest Paying Tech Companies for Developers](https://www.wearedevelopers.com/magazine/220-highest-paying-tech-companies-for-developers) - [Data Analyst Salary in the UK](https://www.wearedevelopers.com/magazine/278-data-analyst-salary-in-the-uk) - [Best Paying Jobs in Technology](https://www.wearedevelopers.com/magazine/256-best-paying-jobs-in-technology) - [Top-Paying Tech Jobs (with Salaries)](https://www.wearedevelopers.com/magazine/372-top-paying-tech-jobs-with-salaries) - [Data Analyst Salary in Switzerland](https://www.wearedevelopers.com/magazine/276-data-analyst-salary-in-switzerland) - [Data Analyst Salary Austria](https://www.wearedevelopers.com/magazine/275-data-analyst-salary-austria)