Johnson & Johnson

Principal Scientist, Data Science (Data Products, Integration & Analysis)

Johnson & Johnson$117K — $201K *
Pharmaceuticals & Biotech
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • Master's or PhD in Computer Science, Data Engineering, Bioinformatics, Biomedical Informatics, Information Systems, Computational Biology, or a related scientific discipline.
  • 5+ years of experience in scientific data engineering, data architecture, data products, or life sciences informatics.
  • Demonstrated experience designing and delivering enterprise-scale scientific data products.
  • Experience supporting drug discovery, development, clinical research, or pharmacovigilance organizations.
  • Strong expertise in data architecture, modeling, product design, and cloud-native platforms.

Responsibilities

  • Define and execute a scientific data product strategy across various domains.
  • Design integration frameworks to connect diverse scientific data sources.
  • Define data harmonization strategies using regulatory standards.
  • Lead the design and implementation of curated datasets and AI-ready data assets.
  • Establish metadata standards and data quality frameworks for scientific data products.
  • Translate scientific inquiries into actionable data products and solutions.
  • Build AI reasoning models for data-driven translational safety decision-making.

Benefits

  • Retirement plan (pension) and savings plan (401(k)).
  • Long-term incentive program participation.
  • 120 hours vacation per year; additional sick time based on location.
  • Holiday pay including 13 days per year.
  • Parental leave up to 480 hours.
Full Job Description
Job Function:
Data Analytics & Computational Sciences

Job Sub Function:
Data Science

Job Category:
Scientific/Technology

All Job Posting Locations:
Cambridge, Massachusetts, United States of America, Horsham, Pennsylvania, United States of America, Raritan, New Jersey, United States of America, Spring House, Pennsylvania, United States of America, Titusville, New Jersey, United States of America

Job Description:

Position Summary

The Principal Scientific Data Scientist will lead the design, implementation, and evolution of scientific data products and integration strategies supporting AI-enabled drug discovery and development.

This individual will be responsible for creating scalable, interoperable, and AI-ready data products that connect discovery, preclinical, clinical, safety, and real-world evidence domains, and enable the creation of validated-biomarker data assets . The role will establish the data architecture, integration strategy, metadata framework, and productization approach needed to support semantic reasoning, knowledge graphs, GraphRAG, advanced analytics, and agentic AI applications.

Working closely with scientific stakeholders, knowledge architects, AI engineers, and Amazon BioDiscovery platform teams, this individual will define the future-state scientific data ecosystem and ensure high-quality data products are delivered to support translational science and patient safety initiatives.

Build AI reasoning models to support data-driven translational safety decision making.

Mission

Build and operationalize AI-ready scientific data products that enable seamless integration, harmonization, and reuse of data across the drug discovery and development lifecycle.

Key Responsibilities

Scientific Data Product Strategy

Define and execute a scientific data product strategy supporting:
  • Discovery Research
  • Translational Science
  • Preclinical Safety
  • Clinical Development
  • Pharmacovigilance
  • Real-World Evidence
  • Establish reusable, scalable data products that support analytics, AI, knowledge graph, and scientific reasoning use cases.
  • Develop product roadmaps aligned with organizational priorities and scientific objectives.


Data Integration Architecture
  • Design integration frameworks connecting heterogeneous scientific data sources.
  • Define data harmonization strategies spanning:
    • SEND
    • SDTM
    • ADaM
    • MedDRA
    • Imaging
    • Omics
    • Biomarker
    • Pathology
    • Real-world data
  • Create architecture patterns supporting cross-domain data interoperability.


Digital Platform Leadership
  • Define the implementation strategy for scientific data products deployed on AWS
  • Partner with Amazon engineering and deployed platform resources to deliver scalable data pipelines and data products.
  • Provide technical leadership and architectural oversight for implementation activities aligned recommendations from the Data Strategy group.
  • Ensure digital solutions align with enterprise architecture, security, governance, and AI-readiness requirements.


Data Product Development
  • In collaboration with Data Strategy group, lead design and implementation of:
    • Curated datasets
    • Semantic-ready data products
    • Feature stores
    • Metadata products
    • Scientific data services
    • AI-ready data assets
  • Establish reusable patterns for data onboarding, transformation, validation, and publication.


Data Quality & Metadata
  • Define metadata standards and data quality frameworks.
  • Implement lineage, provenance, traceability, and FAIR data principles.
  • Establish monitoring and quality controls for scientific data products.


Data Analysis:
  • Build predictive AIML models to support translational safety decision making.


Stakeholder Engagement
  • Partner with:
    • Discovery Scientists
    • Toxicologists
    • Clinical Scientists
    • Safety Scientists
    • Data Scientists and Data Strategy business partners.
    • Knowledge Architects
    • AI Engineers
  • Translate scientific questions into scalable data products and technical solutions.


Required Qualifications

Education
  • Master's or PhD in:
    • Computer Science
    • Data Engineering
    • Bioinformatics
    • Biomedical Informatics
    • Information Systems
    • Computational Biology
    • Related scientific discipline

Experience
  • 5+ years of experience in scientific data engineering, data architecture, data products, or life sciences informatics.
  • Demonstrated experience designing and delivering enterprise-scale scientific data products.
  • Experience supporting drug discovery, development, clinical research, or pharmacovigilance organizations.
  • Experience developing predictive models in drug discovery, development, clinical research, or pharmacovigilance organizations.


Technical Expertise

Strong expertise in:
  • Data architecture
  • Data modeling
  • Data product design
  • Cloud-native data platforms
  • Metadata management
  • Data governance
  • Predictive model development


Experience with:
  • AWS-based data platforms
  • Data lakes and lakehouses
  • Distributed data processing
  • APIs and data services
  • Data cataloging and lineage solutions


Scientific Data Standards

Strong familiarity with:
  • SEND
  • SDTM
  • ADaM
  • MedDRA

Preferred familiarity with:
  • FHIR
  • OMOP
  • DICOM
  • Biomarker and omics data standards


Preferred Qualifications
  • Experience supporting knowledge graphs, semantic architectures, or GraphRAG initiatives.
  • Experience building AI-ready data products and feature stores.
  • Familiarity with ontology-driven data integration approaches.
  • Experience partnering with cloud providers or external platform teams.
  • Experience operating in highly regulated scientific environments.


Leadership Competencies
  • Strategic thinker capable of defining long-term data product roadmaps.
  • Strong communicator who can bridge scientific and technical communities.
  • Ability to influence cross-functional teams without direct authority.
  • Strong execution focus with a bias toward scalable, reusable solutions.
  • Passion for transforming biomedical R&D through data, AI, and modern engineering practices.


Required Skills:

Preferred Skills:
Advanced Analytics, Coaching, Critical Thinking, Data Analysis, Data Privacy Standards, Data Quality, Data Reporting, Data Savvy, Data Science, Data Visualization, Digital Fluency, Econometric Models, Organizing, Process Improvements, Strategic Thinking, Technical Credibility, Workflow Analysis

The anticipated base pay range for this position is :
$117,000.00 - $201,250.00

Additional Description for Pay Transparency:
Subject to the terms of their respective plans, employees are eligible to participate in the Company's consolidated retirement plan (pension) and savings plan (401(k)).

This position is eligible to participate in the Company's long-term incentive program.

Subject to the terms of their respective policies and date of hire, employees are eligible for the following time off benefits:

Vacation -120 hours per calendar year

Sick time - 40 hours per calendar year; for employees who reside in the State of Colorado -48 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

Bereavement Leave - 240 hours for an immediate family member: 40 hours for an extended family member per calendar year

Caregiver Leave - 80 hours in a 52-week rolling period10 days

Volunteer Leave - 32 hours per calendar year

Military Spouse Time-Off - 80 hours per calendar year

For additional general information on Company benefits, please go to: - https://www.careers.jnj.com/employee-benefits

About Johnson & Johnson

Scio Diamond creates single-crystal Type IIa diamonds for the jewelry market and for industrial applications. It employs a patent-protected chemical vapor deposition (CVD) process in a precisely controlled laboratory setting to produce diamonds. It was founded in 2009 and is headquartered in Greenville, South Carolina.

Johnson & Johnson Careers

Joining Johnson & Johnson provides an unparalleled opportunity to be a part of a global team of professionals dedicated to blending care, science, and innovation to profoundly change the trajectory of health for humanity.

Work You’ll Do

At Johnson & Johnson, you will engage in work that matters. Join our community of professionals in health care to drive significant and impactful changes across the globe. Our team at Johnson & Johnson leads with science and heart in sectors from pharmaceuticals to medical devices and consumer health products.

Transform Health Care

Leverage Johnson & Johnson’s culture of innovation to transform health care and improve the lives of people around the world. Our collaborative environment encourages leadership and growth, allowing you to pioneer new strategies for health care solutions with a diverse team of experts.

Innovative Work

Engage in groundbreaking work that enhances how care is delivered on a global scale. Johnson & Johnson’s commitment to innovative health solutions results in dynamic career paths filled with opportunities for professional growth and development.

Be Part of a Great Team

Our team at Johnson & Johnson thrives on collaboration and diversity. You will work alongside over 130,000 employees globally who are committed to making a lasting impact. With a culture that values diversity training and leadership, you are supported in both personal and professional growth.

Future-Proof Your Career

Johnson & Johnson offers a myriad of job opportunities and employment benefits designed to help you meet your career and personal goals. Our employees enjoy comprehensive benefits, including health insurance, retirement plans, and family-friendly policies that pave the way for a fulfilling career and life balance.

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Learn more about Johnson & Johnson
Size
141,700 employees
Market Cap
$462.7 billion
Industry
Net Income
$14.7 billion
Founded
1886
5 Year Trend
+5.5%
Revenue
$82.5 billion
NASDAQ

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