Position Details
About this role
This role involves developing advanced machine learning models to support drug delivery device innovation, combining physics-based approaches with AI to optimize formulations and understand device behaviors.
Key Responsibilities
- Develop physics-informed neural networks
- Advance predictive modeling
- Collaborate on device development
- Integrate AI into R&D processes
- Optimize drug delivery formulations
Technical Overview
Environment includes scientific machine learning, neural networks, multi-scale modeling, and AI tools applied to pharmaceutical device research and development.
Ideal Candidate
The ideal candidate is a research scientist with expertise in physics-informed machine learning and multi-scale modeling, experienced in drug delivery device development. They should have a strong background in AI and scientific computing, with the ability to collaborate across disciplines to accelerate innovation.
Must-Have Skills
Nice-to-Have Skills
Tools & Platforms
Required Skills
Hard Skills
Soft Skills
Industry & Role
Keywords for Your Resume
Deal Breakers
Lack of experience in scientific machine learning, No background in device or drug delivery research, Inability to collaborate across disciplines, No experience with neural networks or AI
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