Postdoc Bioprocess Modelling & New Technologies

Your Responsibilities:
Your responsibilities include, but are not limited to:

• Develop mathematical models (mechanistic, data-driven, hybrid) to characterize the production system (cellular, USP or DSP units, etc.) and its dynamic including uncertainty modeling.
• Design experiments in the context of model-based experimental learning to support the model development activities.
• Perform model verification and validation activities including historical and new data and convert model outcomes into practical relevant information for the purpose of process optimization/characterization.
• Identify and influence model-based and data driven initiatives.
• Contribute and function as a subject matter expert to the establishment of in-silico models in accordance with our data & digital strategy.
• Be proactively identifying challenges, proposing solutions, and communicating key issues to internal customers and partners.
• Align and collaborate with external vendors (if needed) to establish and implement innovative model-based solutions.

What you will bring to the role:

• A PhD in relevant fields such as bio-chemical engineering, bioprocess technology, applied data science or similar with a strong background on process modelling (mechanistic, statistic and hybrid models) and optimization.
• Demonstrated programming skills (Python, R, and/or MATLAB), and knowledge of Machine Learning algorithms.
• Knowledge of USP/DSP (continuous/connected) processes, with the interest and ability to work on either field.
• Excellent ability to build collaborative relationships and a can-do mindset.
• Effective communication and presentation skills
• Proven ability to manage and prioritize multiple tasks.
• Agility to adjust to a fast-changing working environment.
• Proficiency in oral and written English

Desirable requirements:

• Curious mindset with a strong interest in new technologies
• Attitude to resolve challenges with the ability to accurately balance between efforts, risks, and benefits.