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Senior Staff Engineer, Modeling - Lexington Massachusetts
Company: Takeda Pharmaceutical Location: Lexington, Massachusetts
Posted On: 11/20/2024
By clicking the "Apply" button, I understand that my employment application process with Takeda will commence and that the information I provide in my application will be processed in line with Takeda's Privacy Notice and Terms of Use. I further attest that all information I submit in my employment application is true to the best of my knowledge.Job DescriptionAbout the role:At Takeda, we are a forward-looking, world-class R&D organization that unlocks innovation and delivers transformative therapies to patients. By focusing R&D efforts on four therapeutic areas and other targeted investments, we push the boundaries of what is possible in order to bring life-changing therapies to patients worldwide.Join Takeda as a Senior Staff Engineer, Modeling - where you will be part of a patient-focused company that will inspire and support your career. You will also support process development and optimization of production processes for biopharmaceuticals through modeling approaches for use in manufacturing facilities. As part of the Advanced Technologies Group within Biologics Process and Product Development, you will report to Head, BPD Data and Modeling Applications.How you will contribute: - Mechanistic modeling of upstream and downstream processes with simulation software applications to enhance model-based process development.
- Modeling of process sustainability and economics of new or improved biopharmaceutical manufacturing platforms and fit into manufacturing facilities.
- Perform multivariate process trending analysis to support development and optimization of manufacturing processes for biopharmaceuticals and bioconjugates.
- Model impact of innovative strategies on existing and new manufacturing processes.
- Apply modeling approaches to process development including model transfer learning.
- Provide modeling support for biopharmaceutical process characterization activities in preparation for process validation.
- Evaluate process and cost modeling software applications for use in biopharmaceutical development.
- Collaboration with internal and external groups.
- Represent the Process Development Department on various project teams.
- Develop AI/ML model applications for hybrid models, and the exploration of innovative approaches to model building, including AI/ML techniques.Minimum Requirements/Qualifications:
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