Principal Scientist, Safety Data Science

J&J Family of Companies • Horsham, PA • 3w ago

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 https://www.jnj.com

Job Function:

Data Analytics & Computational Sciences

Job Sub Function:

Data Science

Job Category:

Scientific/Technology

All Job Posting Locations:

Horsham, Pennsylvania, United States of America, Titusville, New Jersey, United States of America

Job Description:

The Principal Scientist, Safety Data Science leads the development and deployment of medical safety data models into production.

This role plays a pivotal part in advancing AI/Machine Learning (ML) capabilities within the Global Medical Safety organization by developing ground breaking solutions and leading projects that deliver measurable business impact.

Collaborates closely with IT teams, business partners, and scientific authorities to ensure flawless model deployment and alignment with functional priorities.

Key Responsibilities

Optimally deploy AI/ML models into scalable, production-grade environments while ensuring their reliability, adaptability, and business impact

Lead end-to-end projects, including requirement gathering, solution design, implementation, and handoff

Work closely with business collaborators to identify needs, define success metrics, and deliver impactful solutions

Research, develop, and validate analytical models using leading AI/ML techniques, including supervised and unsupervised learning, deep learning, GenAI and natural language processing (NLP)

Evaluate and integrate new data sources, emerging tools, and sophisticated analytics methodologies to transform the organization's capabilities

Design interactive dashboards and data applications to present insights clearly to non-technical partners

Stay at the forefront of AI/ML advancements and promote innovative solutions to drive the organization forward

Continuously refine processes and workflows to boost efficiency, effectiveness, and reproducibility of ML solutions

Qualifications

Master's or Doctorate degree in Data Science, Information Systems, Computer Science, Statistics, Mathematics, Bioinformatics or a related field is required

Minimum of 5 years of industry experience in Data Science, with demonstrated deployment expertise

Demonstrable experience in leading projects, running multi-functional teams, and collaborating effectively with business partners

Demonstrated ability to build end-to-end data science solutions, including data ingestion, pipeline development, model training, deployment, and performance monitoring

Experience in independently leading projects and project teams

Healthcare or pharmaceutical experience is preferred

Skills:

Proficiency in Python and SQL for data manipulation, analysis, and model development

Deep experience with machine learning models and techniques (supervised, unsupervised, deep learning, LLMs, etc.)

Hands-on expertise in deploying models using MLOps tools, pipelines and standard processes

Experience in cloud environments, specifically GCP services such as BigQuery, AI Platform, and Dataflow, is helpful

Practical understanding of cloud-based CI/CD pipelines for software and ML model deployment

Outstanding problem-solving abilities with attention to detail and rigor in model validation and evaluation

Good interpersonal skills to effectively bridge the gap between technical and non-technical partners

Ability to work in a fast-paced, collaborative environment, managing multiple priorities

Demonstrated capacity for innovation, creative thinking, and continual process improvement

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 and 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, please email the Employee Health Support Center (ra-employeehealthsup@its.jnj.com) or contact AskGS to be directed to your accommodation resource.

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