Advanced Process Modeling Expert, Global

vor 2 Wochen

Zürich, Zürich, Schweiz Takeda Pharmaceutical Vollzeit

About the role

:

Join our forward-thinking team as an Advanced Process Modeling Expert
, where you will be at the forefront of innovating manufacturing sciences through advanced process modeling and data analytics. In this role, you will utilize cutting-edge technologies and platforms to enhance process efficiency, drive digital transformation, and shape the future of manufacturing with AI-driven simulation and optimization. Your expertise in computational sciences and your ability to communicate complex concepts effectively will be key in implementing impactful optimization initiatives and collaborating across multiple functions.

:

If you are passionate about leveraging data to solve problems and improve manufacturing processes, we want you to contribute to our dynamic and transformative projects

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How you will contribute

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  • You will implement productspecific, manufacturing unitoperation advanced analytics models for process dynamics and control engineering.
  • You will leverage established data infrastructure and digital platforms to create digitizable, numerical (mechanistic, hybrid and statistical/machine learning) models for unitoperation softsensing, forecasting and simulation, that incorporate physical parameters and fundamental principles such as thermodynamics, transport phenomena, fluid dynamics and molecular kinetics.
  • By supporting data readiness for process simulation capabilities (dry lab) for process visualization, troubleshooting, problemsolving and predictive modeling.
  • Will execute optimization initiatives to achieve manufacturing process efficiency improvements.
  • You will be the one leveraging NorthStar technologies & platforms
  • Build validated and documented data blueprints with the right data availability, quality & context which are automated within the cloud to enable the development of readytoscale process models for unit operations, increase automation and prepare factory of the future for manufacturing sciences.
  • You will support data contextualization and enduser requirements collection to digitize manufacturing unit operations.

What you bring to Takeda

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  • A Bachelor's degree in STEM preferably (Science, Technology, Engineering or Mathematics).
  • Chemical/Biochemical Engineering) with a postgraduate degree (Masters/PhD) would be highly desirable.
  • You are familiar with Good Manufacturing Practices requirements.
  • Handson experience with digitizing industrial processes, computational modeling, process simulation, soft sensor models, and data analytics.
  • You are knowledgeable in statistical/machine learning/deep learning/AI methodologies.
  • Strong expertise in Machine Learning and AI/Deep Learning algorithms (PCA, PLS, RF, XGB, SVM, LSTM, etc.), crossvalidation and hyperparameter tuning techniques, model interpretation and deployment.
  • Expertise in (multivariate and multistep) Time Series Analysis, in mechanistic and hybrid modeling approaches.
  • Experience with Soft Sensor development for drug manufacturing processes is a strong asset.
  • Good programming knowledge of Python required, further skills such as R, Matlab, Plotly, Streamlit, RShiny, PowerBI, SQL etc. are advantageous.
  • Experience with Discoverant, SIMCA Online & Offline, OSI PI, Databricks, Flowsheeting software.
  • You have prior experience of SCRUM and other project management methodologies are a strong asset.
  • Good knowledge of data engineering, contextualization & understanding of FAIR data principles.
  • You are a creative problemsolver who can see beyond the status quo to improve our business.
  • Proven performer who has led the adoption of digital innovations with success.
  • Clear communicator capable of breaking down complex ideas into understandable stories.
  • Selfstarter ready to bring our digital transformation vision to life.
  • You are a team player who can manage advanced modeling projects and evaluate new technologies alongside our operational partners.
  • Collaborative professional eager to convey the value of digital advancements across various teams, including R&D and operational units.
  • You are committed to contributing to our industry's scientific dialogue and professional circles.
  • Excellent oral and written communication skills in English.

More about us

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At Takeda, we are transforming patient care through the development of novel specialty pharmaceuticals and best in class patient support programs.

Takeda is a patient-focused company that will inspire and empower you to grow through life-changing work.


Certified as a Global Top Employer, Takeda offers stimulating careers, encourages innovation, and strives for excellence in everything we do.

We foster an inclusive, collaborative workplace, in which our teams are united by an unwavering commitment to deliver Better Health and a Brighter Future to people around the world.


Empowering our people to shine

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  • Takeda is proud in its commitment to creating a diverse workforce and providing equal e

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