Associate Director, Data Context Enablement

Johnson & Johnson Innovative Medicine; Titusville (NJ); On-site; USD 137,000 - 236,000; Full time

Benefits offered by this job

Medical

Dental

Vision

Life insurance

401(k) plan

Vacation time 120 hours

Job summary

Johnson & Johnson Innovative Medicine is seeking a strategic data leader for Associate Director, Data Context Enablement within the Data organization. You will define, scale, and operationalize the enterprise AI Context Layer as a core data capability across therapeutic areas and business functions.

The leader will transform enterprise data, business knowledge, semantic definitions, master data, metadata, data quality rules, and organizational intelligence into reusable, governed data

Qualifications

• 10+ years of experience in data management, AI, analytics, or related areas.
• Undergraduate degree or equivalent in CS, Data Science, Information Systems, Engineering, Business, Analytics, Health Sciences, or related field; master’s preferred.

Responsibilities

• Define and scale the Data Context Layer strategy, roadmap, and operating model across therapeutic areas.
• Develop reusable data context products, semantic models, and standards for GenAI, analytics, and CRM.
• Partner with senior leaders to identify high-value AI use cases and ensure trusted data sources and governed metrics.
• Operationalize data context services within enterprise Data and AI platforms with governance and quality controls.
• Establish context governance processes, lifecycle standards, and responsible AI controls.

Skills

Generative AI

Agentic AI

AI Context Engineering

AI Governance

Responsible AI

Semantic Modeling

Ontology Management

Knowledge Graphs

Knowledge Management

Metadata Management

Enterprise Knowledge Assets

AI Platform Enablement

Retrieval-Augmented Generation

Vector Databases

Graph Technologies

Semantic Intelligence

Product Management

Program Management

Strategic Leadership

Executive Stakeholder Management

Business Alignment

Change Management

Healthcare Data Ecosystems

Commercial Data Strategy

Customer 360 Solutions

Regulated Enterprise Environments

Education

Undergraduate degree in Computer Science or related field

Master’s degree preferred

Job description

At Johnson & Johnson,we believe health is everything. Our strength in healthcare innovation empowers us to build aworld where complex diseases are prevented, treated, and cured,where treatments are smarter and less invasive, andsolutions are personal.Through our expertise in Innovative Medicine and MedTech, we are uniquely positioned to innovate across the full spectrum of healthcare solutions today to deliver the breakthroughs of tomorrow, and profoundly impact health for humanity.Learn more at jnj.com

As guided by Our Credo, Johnson & Johnson is responsible to our employees who work with us throughout the world. We provide an inclusive work environment where each person is considered as an individual. At Johnson & Johnson, we respect the diversity and dignity of our employees and recognize their merit.

Job Function

Data Analytics & Computational Sciences

Job Sub Function

Data Science

Job Category

People Leader

All Job Posting Locations

Titusville, New Jersey, United States of America

Job Description

We are searching for the best talent for Associate Director, Data Context Enablement

About Innovative Medicine

Our expertise in Innovative Medicine is informed and inspired by patients, whose insights fuel our science-based advancements. Visionaries like you work on teams that save lives by developing the medicines of tomorrow.

Join us in developing treatments, finding cures, and pioneering the path from lab to life while championing patients every step of the way.

Learn more at https://www.jnj.com/innovative-medicine

Purpose

Johnson & Johnson Innovative Medicine is seeking a strategic and forward-looking data leader for the role of Associate Director, Data Context Enablement within the Data organization. This role will define, scale, and operationalize the enterprise AI Context Layer as a core data capability across therapeutic areas and business functions.

The leader will transform enterprise data, business knowledge, semantic definitions, master data, metadata, data quality rules, and organizational intelligence into reusable, governed data context that powers AI applications, copilots, agentic workflows, analytics, and enterprise solutions.

The AI Context Layer will serve as the intelligence bridge between enterprise data platforms, semantic models, master data, data quality, business processes, and AI solutions—enabling AI systems to understand business entities, relationships, metrics, and objectives in a consistent, trusted, governed, and explainable way.

This role will establish the data strategy, governance framework, operating model, and reusable context products required to accelerate AI, CRM, field reporting, analytics, marketing, forecasting, and future enterprise data and AI capabilities.

You Will Be Responsible For

Data Context Layer Strategy, Products, and Governance

• Lead the Data Context Layer strategy, roadmap, and operating model across therapeutic areas as a foundational capability of the Data organization.
• Define and scale reusable data context products, services, semantic models, knowledge assets, and standards that accelerate GenAI, agentic workflows, analytics, CRM, field reporting, forecasting, and decision support.
• Partner with business and technology teams to identify high-value AI use cases and ensure consistent use of approved definitions, governed metrics, and trusted sources.
• Operationalize data context services within enterprise Data and AI platforms, ensuring alignment with data architecture, governance, metadata, and quality standards.
• Establish context governance processes, quality measures, lifecycle standards, and responsible AI controls to manage semantic drift, outdated knowledge and inconsistent definitions.
• Evaluate emerging AI, semantic, knowledge management, and external data capabilities that advance enterprise data and AI strategy.
• Ensure the role advances the Data organization’s mission to deliver trusted, connected, reusable, and AI-ready data capabilities for enterprise decision-making.

Stakeholder Engagement, Delivery, and Value Realization

• Serve as the primary point of contact for AI Context Layer strategy, capabilities, adoption, delivery, and issue resolution.
• Communicate progress, risks, adoption opportunities, and business value to senior leaders, while tracking reuse, quality, explainability, delivery speed, and adoption outcomes.
• Execution and Operations: Monitor key performance indicators (KPIs) for adoption and ROI, and coordinate with business, platform, and product teams.
• Coordinating AI Governance activities across AI use cases: managing end-to-end coordination of ensuring stakeholder engagement throughout the process and escalating to appropriate channels where needed

Qualifications / Requirements

• 10+ years of experience in data management, AI, analytics, semantic technologies, knowledge management, data platforms, enterprise architecture, or related technology areas.
• Undergraduate degree or equivalent experience in Computer Science, Data Science, Information Systems, Engineering, Business, Analytics, Health Sciences, or a related field; master’s degree preferred.
• Strong understanding of data platforms, semantic layers, data governance, metadata management, and enterprise data lifecycle management.
• Knowledge of Generative AI, Large Language Models, retrieval-augmented generation, agentic AI, semantic modeling, metadata management, and AI governance.
• Experience implementing AI governance, data governance, metadata governance, or semantic governance frameworks.
• Experience leading complex cross-functional data, analytics, platform, or AI initiatives and building reusable enterprise data or AI capabilities.
• Proven ability to partner with senior leaders, business stakeholders, technology teams, and external vendors.
• Strong communication, problem-solving, relationship-building, and program management skills, with the ability to translate complex AI and data topics into clear business value.
• Familiarity with data privacy, compliance, information security, and responsible AI considerations in a regulated industry.
• Experience in pharmaceutical, healthcare, or life sciences domains.

Required Skills

• Generative AI, Agentic AI, AI Context Engineering, AI Governance, and Responsible AI
• Semantic modeling, ontology management, knowledge graphs, knowledge management, metadata management, and enterprise knowledge assets
• AI platform enablement, retrieval-augmented generation, vector databases, graph technologies, and semantic intelligence
• Product management, program management, strategic leadership, executive stakeholder management, business alignment, and change management
• Healthcare and life sciences data ecosystems, commercial data strategy, Customer 360 solutions, and regulated enterprise environments

Johnson & Johnson is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, age, national origin, disability, protected veteran status or other characteristics protected by federal, state or local law. We actively seek qualified candidates who are protected veterans and individuals with disabilities as defined under VEVRAA and Section 503 of the Rehabilitation Act.

Johnson & Johnson is committed to providing an interview process that is inclusive of our applicants’ needs. If you are an individual with a disability and would like to request an accommodation, external applicants please contact us via https://www.jnj.com/contact-us/careers , internal employees contact AskGS to be directed to your accommodation resource.

#JNJDataScience #JNJIMCommercial-DS

The anticipated base pay range for this position is :

The anticipated base pay range for this position is $137,000 and $235,750 USD.

Additional Description For Pay Transparency:

• Medical
• Dental
• Vision
• Life insurance
• Short- and long-term disability
• Business accident insurance
• Group legal insurance
• Consolidated retirement plan (pension)
• Consolidated savings plan (401(k))
• Long-term incentive program
• Vacation –120 hours per calendar year
• Sick time - 40 hours per calendar year
• For employees who reside in the State of Washington –56 hours per calendar year
• Holiday pay, including Floating Holidays –13 days per calendar year
• Work, Personal and Family Time - up to 40 hours per calendar year
• Parental Leave – 480 hours within one year of the birth/adoption/foster care of a child
• Condolence Leave – 30 days for an immediate family member
• 5 days for an extended family member
• Caregiver Leave – 10 days
• Volunteer Leave – 4 days
• Military Spouse Time-Off – 80 hours

Additional information can be found through the link below. https://www.careers.jnj.com/employee-benefits