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TATakeda Pharmaceuticals International AG

Advanced Process Modeling Expert(m/w/x)

Zürich
Full-timeOn-siteExperienced
AI/ML

Developing and deploying advanced digital twins and AI/ML models for novel specialty pharmaceuticals manufacturing optimization. 3+ years in pharmaceutical manufacturing with strong AI/ML and scientific modeling expertise required. Work with cutting-edge digital modeling tools and AI/ML platforms.

Requirements

  • Bachelor’s degree in a STEM field
  • Minimum of 3 years in pharmaceutical manufacturing
  • Experience in digitizing industrial processes, computational modeling, process simulation, soft-sensor development, and data analytics
  • Proficiency in AI, machine learning, and statistical methods
  • Strong expertise in scientific modeling and flow-sheeting software
  • Familiarity with Discoverant, SIMCA Online/Offline, OSI PI, Databricks, and AWS
  • Strong programming skills in Python
  • Familiarity with Agile project management
  • Clear communication skills
  • Curiosity and openness to new digital tools
  • Fluency in English

Tasks

  • Develop advanced process models and digital twins
  • Deploy and maintain process models for manufacturing optimization
  • Create custom code using digital modeling tools
  • Develop mechanistic, hybrid, or AI/ML-based models
  • Build dynamic digital twins for scenario analysis
  • Own the full lifecycle of digital process models
  • Prepare data for dry-lab simulations
  • Develop soft sensors for non-measurable process parameters
  • Drive manufacturing optimization initiatives
  • Conduct root-cause analyses and failure-mode simulations

Work Experience

  • 3 years

Education

  • Bachelor's degreeOR
  • Master's degree

Languages

  • EnglishBusiness Fluent

Tools & Technologies

  • gPROMS
  • Discoverant
  • SIMCA Online
  • OSI PI
  • Databricks
  • AWS
  • Python
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