Summer intern, Digital Signal/ Imaging AI
Johnson & Johnson Innovative Medicine
Summary
In this role, you will work with colleagues in the J&J Innovative Medicine R&D Data, Data Science, and AI (DDSAI) organization and partner with key businesses across J&J Innovative Medicine to apply advanced data science and analytics to answer key research questions. As an intern, you will get the opportunity to work on cutting-edge problems at the intersection of AI and healthcare. You will be a member of a dynamic team comprising data scientists and subject matter experts to create and iterate on data science solutions.
Job description
Projects include, but are not limited to, processing and analysis of wearable sensor and neuroimaging data, development of machine learning models for digital biomarker discovery, validation of digital health endpoints, generation of insights from real-world physiological and behavioral data, modeling and prediction of disease severity and progression, and discovering of disease subtypes.
Interns could be located out of our US locations in San Diego, San Francisco, Titusville, Raritan, Spring House, Boston, or out of Europe locations in Beerse (Belgium), Leiden (The Netherlands), Zug (Switzerland) as well as remote.
Requirements
- Currently pursuing a PhD degree in Biomedical Engineering, Electrical Engineering, Neuroscience, Applied Mathematics, Statistics, Data Science, or a related quantitative discipline.
- Strong working knowledge of AI and machine learning.
- Advanced in Python or R
- Strong skills in predictive modeling, statistics, and analysis of large datasets.
- Strong technical communication and presentation skills.
- Basic knowledge of data cleaning and data quality
- Experience with processing and analyzing sensor, wearable device, clinical records, and/or medical imaging data.
- Proficiency with pytorch.
- Experience with semi-supervised and/or self-supervised learning.
- Experience with Foundation Models
- Permanently authorized to work in the U.S., must not require sponsorship of an employment visa (e.g., H-1B or green card) at the time of application or in the future.
Company overview
Johnson & Johnson Innovative Medicine is the pharmaceutical division of Johnson & Johnson, leading the way in medical innovation with a relentless focus on bringing transformational treatments to patients worldwide. The company applies rigorous science and compassion to address the most complex diseases of our time, developing groundbreaking medicines across key therapeutic areas including oncology, immunology, neuroscience, and cardiopulmonary medicine. With deep expertise and global reach, Johnson & Johnson Innovative Medicine reimagines how devastating diseases are treated and cured, delivering hope and better care for millions of patients and their families. The organization pioneers the path from laboratory research to clinical application, championing patients every step of the way while maintaining an unwavering commitment to scientific excellence and patient-centered innovation.