Roche seeks a Modelling and Simulations Scientist for a two-year full-time role in Basel. The position focuses on developing mathematical models to support early-stage drug discovery and development.
This position is part of the translational Modelling and Simulation (tM&S) capability, supporting early research and development efforts. The primary objective is to deepen the understanding of disease biology and guide the selection of optimal molecules for further development stages.
Responsibilities
- Create multi-scale models for pharmacokinetics, efficacy, and toxicology by combining experimental data with literature evidence.
- Construct complex quantitative systems pharmacology (QSP) models to forecast drug disposition and target attainment.
- Utilize mechanistic insights to analyze drug accumulation and establish PK/PD relationships.
- Expand modeling frameworks to cover combination therapies, antibody drug conjugates, and antibiotic PK/PD.
- Design and implement interactive tools using R and Shiny to aid in model exploration.
- Apply AI and Machine Learning techniques to improve predictive accuracy and automate data integration.
- Conduct rigorous parameter estimation using Bayesian methods and stochastic modeling techniques.
- Communicate findings clearly and promptly to project teams and senior management.
Requirements
- A PhD in natural sciences, mathematics, physical sciences, or engineering.
- Advanced programming proficiency in R and Python.
- Extensive experience in mechanistic modeling.
- A strong mathematical foundation applied to drug discovery.
- A strong lead author history of publications.
Nice to have
- Inclusive mindset and the ability to interact effectively with pharmacology scientists, project leaders, and experimental collaborators.
- Growth mindset characterized by curiosity and the willingness to learn and go beyond standard solutions and methods.
- Willingness to speak up, bring different perspectives, and lead consultants or outside collaborators effectively.
- Proactive attitude that takes initiative, proposes solutions, and maintains a 'can-do' approach to complex scientific challenges.
About the company
Roche is a global company with more than 100,000 employees dedicated to advancing science. The culture encourages personal expression, open dialogue, and genuine connections where employees are valued, accepted, and respected. The company is passionate about transforming patients’ lives and is fearless in both decision and action. Roche commits to scientific rigor, unassailable ethics, and access to medical innovations for all.
- Encourages personal expression, open dialogue, and genuine connections where employees are valued, accepted, and respected.
- Passionate about transforming patients’ lives and fearless in both decision and action.
- Committed to scientific rigor, unassailable ethics, and access to medical innovations for all.
- More than 100,000 employees across the globe are dedicated to advance science.
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