Principal Data Scientist - Immunology

Johnson & Johnson
San Diego, United States of America
yesterday

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English
Experience level
Senior
Compensation
$ 201K

Job location

Remote
San Diego, United States of America

Tech stack

Artificial Intelligence
Data analysis
Azure
Bioinformatics
Health Informatics
Clinical Data Repository
Computer Programming
Computer Literacy
Continuous Delivery
Continuous Integration
Data Dictionary
Data Files
Data Governance
Data Visualization
DevOps
Document Management Systems
EHealth
Graph Database
Health Information Technology
Interoperability
Linked Data
Natural Language Processing
Neo4j
Resource Description Framework (RDF)
Requirements Management
Semantic Web
SPARQL
SQL Databases
Data Processing
Data Storage Technologies
System Availability
Gitlab
GIT
Containerization
Information Technology
Data Lineage
GraphQL
REST
Docker
Jenkins

Job description

  • Be a key contributor to the design and implementation of a scalable knowledge graph infrastructure focused on data standardization and interoperability, focusing on Immunology R&D data.
  • Apply graph-based data modeling for efficient Immunology R&D organization, integration and retrieval to ensure system flexibility and long-term maintainability.
  • Work with a larger community of Data Scientists, Clinical Scientists, and Discovery Scientists to standardize, curate and create AI-Ready data sets.
  • Curate and extend ontologies for clear mapping into established biomedical ontologies and controlled terminologies using resource description framework (RDF) standards.
  • Work with SPARQL/GraphQL/REST services; develop ingestion and curation pipelines to ingest, normalize and map concepts across data sources.
  • Extend and curate Immunology R&D-relevant ontologies (e.g., diseases, drugs, targets, pathways, etc.) and maintain synonyms, cross-references, and provenance.
  • Partner with cross-functional teams to enable NLP/RAG over graphs, features for predictive modeling and terminology services for search and study design tools.
  • Work with Data Science & Digital Health colleagues, IT and DevOps teams to deploy and manage the graph database infrastructure, focusing on high availability, scalability, and recovery operations specifically geared toward Immunology R&D needs and applications.
  • Draft and manage documentation, such as data dictionaries, data lineage, and data flow diagrams, to facilitate understanding of the knowledge graph.

Requirements

  • Desired Ph.D. or master's degree in bioengineering, computer science, IT, bioinformatics, physics, mathematics, or related fields, emphasis on semantic technologies for biomedical application.
  • 5+ years professional experience in health informatics.
  • Demonstrated experience in large-scale knowledge graphs construction, ontology development, pharmaceutical or healthcare domains integration.
  • Programming background in parser combinators, natural language processing, and linked data (RDF Triple Stores and property graphs).
  • Proficiency in semantic web technologies (e.g. SPARQL, RDF, OWL), familiarity with graph databases (Neo4j, Amazon Neptune).
  • Proven work with complex biomedical datasets (e.g. clinical, genomics, proteomics)
  • Proficiency in various data storage solutions (SQL, key-value, column, document, graph stores) and data modeling techniques (semantic data, ontologies, taxonomies).
  • Experience in CI/CD implementations, git usage, CI/CD stacks (Jenkins, GitLab, Azure DevOps), DevOps tools, metrics/monitoring, and containerization technologies (Docker, Singularity).
  • Demonstrated stakeholder management capabilities- including requirements gathering, business analysis and planning. Must have the capacity to translate discussions into user requirements and project plans.
  • Ability to manage a numerous projects simultaneously, prioritize work, exhibit organizational skills and flexibility to deliver maximum business value.
  • Willingness to conduct periodic travel (

This position will be located on site at one of our campuses in either Spring House PA, Cambridge MA, Titusville NJ, Raritan NJ, or San Diego, CA (NO fully remote option available). Occasional travel for cross-functional workshops, design sessions, and team meetings may be required., 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 Remote

Skills: Artificial Intelligence (AI), Bioengineering, Bioinformatics, Biology, Biomedical Software, Biomedicine, Borland ObjectWindows Library (OWL) Programming Libraries, Business Analysis, Business Plan, Clinical Data, Clinical Research, Coaching, Compensation and Benefits, Computer Science, Construction, Continuous Deployment/Delivery, Continuous Integration, Cross-Functional, Data Analysis, Data Modeling, Data Processing, Data Quality, Data Science, Data Sets, Data Storage, Data Visualization, Database Administration, DevOps, Disease, Disease Prevention and Control, Diversity, Docker, Document Management, Drug Development, Econometric Modeling, Establish Priorities, Genomics, Git, Graph Database Data Format, GraphQL, Health Information Technology, Health Science, Healthcare, High Availability, Immunology, Internet Technology, Interoperability, Jenkins, Mathematics, Medicine, Metrics, Microsoft Windows Azure, Multitasking, Natural Language Processing (NLP), Neo4j, Ontology, Organizational Skills, Physics, Predictive Modeling, Process Improvement, Product Lifecycle, Project Planning, Proteomics, RDF (Resource Description Framework), REST (Representational State Transfer), Requirements Management, Research & Development (R&D), SPARQL, SQL (Structured Query Language), Taxonomies, Technical Strategy, Technical/Engineering Design, Willing to Travel, Workflow Analysis

Benefits & conditions

The anticipated base pay range for this position is $117,000 to $201,250. The Company maintains highly competitive, performance-based compensation programs. Under current guidelines, this position is eligible for an annual performance bonus in accordance with the terms of the applicable plan. The annual performance bonus is a cash bonus intended to provide an incentive to achieve annual targeted results by rewarding for individual and the corporation's performance over a calendar/performance year. Bonuses are awarded at the Company's discretion on an individual basis. Employees and/or eligible dependents may be eligible to participate in the following Company sponsored employee benefit programs: medical, dental, vision, life insurance, short- and long-term disability, business accident insurance, and group legal insurance. Employees may be eligible to participate in the Company's consolidated retirement plan (pension) and savings plan (401(k)).

Employees are eligible for the following time off benefits:

Vacation - up to 120 hours per calendar year

Sick time - up to 40 hours per calendar year

Holiday pay, including Floating Holidays - up to 13 days per calendar year of Work, Personal and Family Time - up to 40 hours per calendar year

About the company

At Johnson & Johnson, we believe health is everything. Our strength in healthcare innovation empowers us to build a world where complex diseases are prevented, treated, and cured, where treatments are smarter and less invasive, and solutions 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., 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 Johnson & Johnson Innovative Medicine is currently seeking a Principal Data Scientist - Immunology (2 openings) to join our Immunology R&D Data Science & Digital Health team (DSDH). This position will be located on site at one of our offices in either Spring House PA, Cambridge MA, Titusville NJ, Raritan NJ, or San Diego CA (NO fully remote option available). Johnson and Johnson Innovative Medicine is recruiting for a Principal Data Scientist (Knowledge Graph Engineer) - Immunology, who will play a pivotal role to standardize and connect biomedical and clinical data. You will be a hands-on technical contributor with depth in semantic technologies, ontology, and graph data modeling, plus strong familiarity with the life sciences domain. You will connect enterprise master data with R&D data across the entire product lifecycle so trusted, interoperable knowledge powers analytics, search, and AI across Johnson and Johnson Innovative Medicine., Johnson & Johnson Caring for the world, one person at a time... inspires and unites the people of Johnson & Johnson. We embrace research and science - bringing innovative ideas, products and services to advance the health and well-being of people. Employees of the Johnson & Johnson Family of Companies work with partners in health care to touch the lives of over a billion people every day, throughout the world. Our Family of Companies comprises: The world's sixth-largest consumer health company. The world's most comprehensive medical devices business. The world's sixth-largest biologics company. And the world's fifth-largest pharmaceuticals company. We have more than 265 operating companies in more than 60 countries employing approximately 126,500 people. Our worldwide headquarters is in New Brunswick, New Jersey, USA. Company Size: 10,000 employees or more

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