Sanofi
Biopharma
SeniorScientist-ProcessModelling
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“Senior Scientist - Process Modelling at Sanofi. Skills: Process Modelling, Data Science, Biopharmaceutical Development. Develop and deploy mechanistic, hybrid and data-driven modelling. Translate complex mathematical models into clean and reusable”
What You'll Achieve.
Optimize the development and manufacturing of next-generation medicines
Industry & Context.
Optimize development and manufacturing
What They're Looking For.
Must Have
PhD in Chemical, Biochemical Engineering or Bioengineering or MSc with 4 years of industrial experience, Track record of developing process models for downstream unit operations for biologics, Translate mathematical models into computer programs using MATLAB, R, Python or similar, Domain knowledge in Biology with industrial or academic experience in downstream process development and/or manufacturing
Nice to Have
Knowledge and application of Machine Learning / Multivariate analysis methodologies to biological processes, Experience with downstream process simulation software, Experience in continuous bioprocess manufacture with associated Model Predictive Control (MPC), Solid track record of publications in process modelling/simulation
What You'll Do.
Develop and deploy mechanistic
hybrid and data-driven modelling
Translate complex mathematical models into clean and reusable
Design and analyze targeted experiments
Calibrate and verify model performance
Support the implementation of process modelling
Document progress against deliverables
Maintain a communication plan
How You'll Work.
Team & Collaboration
Matrix project teams; Process development group; Data Science team; Key stakeholders and partners across departments; Cross functional role; Global CMC organization
Communication Scope
Scientific communication; Technical presentations; Reports; Scientific publications; Communication plan
Process & Methodology
Project management
Full Job Description
As Senior Scientist, Process Modelling within our Global CMC Development team, you'll drive innovation in biopharmaceutical process development by developing and deploying cutting-edge mechanistic, hybrid, and data-driven modelling solutions for downstream unit operations. You'll work at the intersection of process engineering and data science, translating complex mathematical models into practical tools that optimize the development and manufacturing of next-generation medicines that improve patients' lives worldwide. Ready to get started? **About Sanofi:** We’re an R&D-driven, AI-powered biopharma company committed to improving people’s lives and delivering compelling growth. Our deep understanding of the immune system – and innovative pipeline – enables us to invent medicines and vaccines that treat and protect millions of people around the world. Together, we chase the miracles of science to improve people’s lives. **Your responsibilities:** * As part of matrix project teams, develop and deploy mechanistic, hybrid and data-driven modelling solutions to support downstream process development activities for a broad range of biopharmaceuticals. * Use programming languages such as Python, MATLAB, R to translate complex mathematical models into clean and reusable codes for model use and implementation. * In coordination with the process development group and working closely with the Data Science team, design and analyze targeted experiments required to calibrate and verify model performance. * Act as a change agent to support the implementation of process modelling in established process development workflows for targeted downstream unit operations. * Document progress against deliverables with rigorous scientific communication via technical presentations, reports and, when appropriate, scientific publications. * Track progress against deliverables and maintain a communication plan with key stakeholders and partners across departments. For this position, knowledge in
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