Advanced Process Modeling Expert
Vor 3 Tagen
Description About the roleAs 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 contributeDevelop 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 transfer readiness.Own the full lifecycle of digital process models, from conceptual design to implementation, deployment, monitoring, and retraining.Prepare and structure data for dry-lab simulations by integrating sensor/historian, batch records, and Manufacturing Sciences lab data.Develop soft sensors for non-measurable or slow-to-measure process parameters using mechanistic correlations, ML regression, and hybrid approaches.Drive manufacturing optimization initiatives such as cycle-time reduction, yield improvement, process robustness studies, root-cause analyses, and failure-mode simulations.What you bring to TakedaBachelor’s degree in a STEM field (Chemical or Biochemical Engineering preferred); Master’s or PhD is an advantage.Minimum of 3 years in pharmaceutical manufacturing, familiar with cGMP requirements.Experience in digitizing industrial processes, computational modeling, process simulation, soft-sensor development, and data analytics.Proficiency in AI, machine learning, and statistical methods for data-driven decision-making.Strong expertise in scientific modeling: mechanistic and hybrid modeling; experience with flow-sheeting software such as gPROMS.Familiarity with Discoverant, SIMCA Online/Offline, OSI PI, Databricks, and AWS is a plus.Strong programming skills in Python (Julia is a plus).Familiarity with Agile project management (Scrum/Kanban in Jira) is advantageous.Clear communicator capable of explaining technical concepts to non-experts.Curious and open to leveraging new digital tools and methodologies to improve industrial processes.Fluent in EnglishMore about us: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:LocationsZurich, SwitzerlandCambridge, MAWorker TypeEmployeeWorker Sub-TypeRegularTime TypeFull time
-
Advanced Process Modeling Expert
Vor 3 Tagen
Zürich, Schweiz Takeda VollzeitDescription 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,...
-
Advanced Process Modeling Expert
vor 2 Wochen
Zürich, Schweiz Takeda Pharmaceutical VollzeitAbout the Role As the Advanced Process Control Engineer, you will be responsible for driving control strategy initiatives by developing and deploying advanced process models, leveraging digital platforms and data infrastructure to enhance unit-operation analytics for forecasting, soft-sensing, and simulation. You will manage the lifecycle of these models,...
-
Advanced Process Modeling Expert
Vor 6 Tagen
Zürich, Zürich, Schweiz Takeda VollzeitBy 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...
-
Advanced Process Control Lead
vor 2 Wochen
Zürich, Schweiz Takeda Pharmaceutical VollzeitAbout the role As the Advanced Process Control Lead, you will be in charge of developing and implementing advanced process control (APC) strategies across global manufacturing sites, integrating control engineering technologies into operations, and leading projects to enhance manufacturing precision and efficiency. It also involves designing future-ready,...
-
Zürich, Schweiz ETH VollzeitJob description We are looking for motivated doctoral students to contribute to this effort. The envisioned research will address: Online learning-based control and control-oriented machine learning with application to advanced manufacturing systems, using methods such as Reinforcement Learning, Online Convex Optimization, and Iterative Learning Control....
-
Junior Account Manager
vor 1 Woche
Zürich, Zürich, Schweiz Academic Work Switzerland SA Vollzeit CHF 60'000 - CHF 120'000 pro JahrAbout the role This key role focuses on enhancing financial modeling through improved content, automation, and robustness. You will extract valuable insights from financial data, become an expert in financial reports, and serve as a primary contact for internal users. This hands-on PowerBI position involves close collaboration with finance, management, and...
-
Senior Software Engineer, AI/ML, LLM Modeling
vor 2 Wochen
Zürich, Zürich, Schweiz Google Vollzeit CHF 120'000 - CHF 180'000 pro JahrMinimum qualifications:Bachelor's degree or equivalent practical experience.5 years of experience with software development in one or more programming languages, or 1 year of experience with an advanced degree.3 years of experience with one or more of the following: Speech/audio (e.g., technology duplicating and responding to the human voice), reinforcement...
-
Cat Modeling Analyst II
vor 2 Wochen
Zürich, Zürich, Schweiz Everest Vollzeit CHF 80'000 - CHF 120'000 pro JahrTitle:Cat Modeling Analyst IICompany:Everest Reinsurance Company (Ireland), Dac (Zurich Branch)Job Category:AnalyticsJob Description:About Everest:Everest is a global leader in risk management, rooted in a rich, 50+ year heritage of enabling businesses to survive and thrive, and economies to function and flourish. We are underwriters of risk, growth,...
-
Senior Software Engineer, AI/ML, LLM Modeling
Vor 6 Tagen
Zürich, Zürich, Schweiz SIGMA7 GmbH VollzeitMinimum qualifications: Bachelor's degree or equivalent practical experience. 5 years of experience with software development in one or more programming languages, or 1 year of experience with an advanced degree. 3 years of experience with one or more of the following: Speech/audio (e.g., technology duplicating and responding to the human voice),...
-
Senior Software Engineer, AI/ML, LLM Modeling
vor 2 Wochen
Zürich, Zürich, Schweiz Google Vollzeit CHF 180'000 - CHF 250'000 pro JahrMinimum qualifications:Bachelor's degree or equivalent practical experience.5 years of experience with software development in one or more programming languages, or 1 year of experience with an advanced degree.3 years of experience with one or more of the following: Speech/audio (e.g., technology duplicating and responding to the human voice), reinforcement...
