Advanced Process Modeling Expert

Vor 4 Tagen


Zürich, Schweiz Takeda Vollzeit

Description About the role As an Advanced Process Modeling Expert , you will develop, deploy, and maintain advanced process models and digital twins that drive control and optimization strategies across manufacturing processes, both for unit-operations and end-to-end. Developing custom code, leveraging digital modeling tools, and robust data infrastructure, you will develop mechanistic, hybrid, or AI/ML-based models for dynamic simulation, forecasting and soft-sensing. Your work will enhance process understanding, support tech transfers, and strengthen overall process capability and product quality. How you will contribute Develop mechanistic, hybrid, and statistical/ML models for unit operations (e.g., bioreactors, chromatography, filtration, UF/DF), applying first principles like mass & energy balances, reaction kinetics, thermodynamics, and transport phenomena. Build dynamic digital twins for scenario analysis, scale-up/scale-down evaluation, material-balance verification, and manufacturing tech



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