Senior Engineer, Machine Learning Research and Development
Johnson & Johnson Innovative Medicine
Summary
Develop strategic roadmap and capabilities for applied AI/ML in Biopharmaceutical development. Build novel machine learning models focused on helping development project teams make best decisions from data. Deliver solutions with user functionality to enable project teams to use models and consult with model builders. Work with business functions and IT to develop data flow enabling data block generation supporting modeling. Advise project teams on data driven decision making including design of experiments, investigations, transforming historical data to knowledge. Collaborate with scientists and build roadmap and capabilities where modeling can be applied to enable faster, more robust biologics process development in the CMC space. Leverage experience in applied machine learning and artificial-intelligence applications to define opportunities for changing the way we work. Ensure output of models meet project teams needs and invigorates generation of intellectual property that solidifies and improves the company's ability to deliver and accelerates development to meet patient needs.
Job description
May telecommute per company's policy (hybrid).
Requirements
- Ph.D. degree in Science, Industrial Engineering and Operations Research, Data Science, (AI/ML) or related field
- 2 years of experience in the job offered or in a Senior Engineer, Machine Learning Research and Development-related occupation
- Experience in advanced therapies in science, development and production processes
- Experience leading strategic modeling programs and delivering solutions
- Experience utilizing strategic approaches to apply the best modeling techniques and leverage recent literature
- Experience applying machine learning modeling to support biopharmaceutical industry
- Programming languages including .net, Java, Perl, C++, Matlab, R, Julia or Python
- Experience wrangling and transforming high dimensional big data from established data warehouses
- Statistics, algorithm design, and module verification and validation
- Applying agile and waterfall approach SDLC
- JIRA, git, scrum, or confluence
- Principle and application of LLM (Large Language Models)
- Cloud platforms including Azure or Amazon Web Services (AWS), or full-stack development
Benefits
- Pension plan
- 401(k) savings plan
- Long-term incentive program
- Vacation
- Sick time
- Holiday pay
- Floating holidays
- Parental leave
- Bereavement leave
- Caregiver leave
- Volunteer leave
- Military spouse time-off
- Medical insurance
- Dental insurance
- Vision insurance
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.