Senior Principal Scientist, AI/ML for Drug Discovery and Development - Data Sciences Analytics & Insights, Data Sciences

Johnson & Johnson-posted 26 days ago
Full-time • Senior
New Brunswick, NJ
5,001-10,000 employees
Chemical Manufacturing
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At Johnson & Johnson,â we believe health is everything. Our strength in healthcare innovation empowers us to build aâ world where complex diseases are prevented, treated, and cured,â where treatments are smarter and less invasive, andâ solutions are personal.â 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.â Learn more at https://www.jnj.com J&J Innovative Medicine develops treatments that improve the health of people worldwide. Research and development areas encompass oncology, immunology, neuroscience, cardiopulmonary and specialty ophthalmology. Our goal is to help people live longer, healthier lives. We have produced and marketed many first-in-class prescription medications and are poised to serve the broad needs of the healthcare market - from patients to practitioners and from clinics to hospitals. To learn more about Johnson & Johnson Innovative Medicine visit https://innovativemedicine.jnj.com/ Johnson & Johnson Innovative Medicine is recruiting for a Senior Principal Scientist - AI/ML to help advance AI/ML for Drug Discovery and Development. The primary location for this position is USA (Spring House PA, New Brunswick NJ, Titusville NJ). At Johnson & Johnson Innovative Medicine, we are working to create a world without disease-transforming lives by finding new and better ways to prevent, intercept, treat and cure disease. We bring together the best minds and pursue the most promising science. We are Johnson & Johnson Innovative Medicine. We collaborate with the world for the health of everyone in it. The Data Science Analytics & Insights team within Johnson & Johnson Innovative Medicine develops innovative solutions using a variety of data sources across multiple different disease areas, encompassing oncology, cardiovascular and metabolic disorders, immunology, neuroscience, and infectious disease. We are looking for a highly motivated and innovative Senior Principal Scientist who will work at the intersection of AI/ML and Life Science.

  • Conceive, develop, and deploy AI/ML models for applications such as multimodal biology, molecular property prediction, drug safety, generative molecule design, and AI-driven experimental design.
  • Work closely with a cross disciplinary team of AI/ML scientists, imaging experts, structural biologists, and computational chemists to design and implement computational approaches, analyze and interpret results, and communicate findings through internal presentations, conferences and scientific publications
  • Manage and mentor junior scientists and lead/manage project initiation and execution
  • Participate in cross-functional collaborations with external companies, academia, and internal scientific and data science teams
  • Extensive hands-on coding and actively contribute to platform development
  • Clearly articulate highly technical methods and results to diverse audiences and partners to drive decision-making findings through peer-reviewed publications and/or scientific conferences
  • Ph.D. in Electrical Engineering, Computer Science, Statistics, Applied Mathematics, or related field, with at least four years of post-graduate experience.
  • Strong background in artificial intelligence / machine learning with an established track record (publication in top-tier conferences/journals e.g. ICML, ICLR, AAAI, NeurIPS, CVPR etc, awards, patents, white papers)
  • Proficiency with one or more programming languages such as Python or C++. Proficiency in one or more AI frameworks such as PyTorch or Tensorflow
  • Extensive experience with one or more AI/ML fields including Generative Modeling/Geometric Deep Learning/Computer Vision/LLM/Bayesian Optimization / Bayesian Deep Learning / Causal AI etc
  • Extensive experience and familiarity with drug discovery and clinical development processes
  • Demonstrated proficiency in working with Foundation Models and Generative Modeling techniques
  • Excellent written and verbal communication skills
  • Ability to work independently and as part of a team
  • Hands-on technical data analysis, cloud computing (AWS, Azure), and dockerization is a plus
  • 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; for employees who reside in the State of Washington - up to 56 hours per calendar year - Holiday pay, including Floating Holidays - up to 13 days per calendar year - Work, Personal and Family Time - up to 40 hours per calendar year Additional information can be found through the link below.
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