(SENIOR) SCIENTIST (F/M/D): HYBRID MODELING AND PROCESS SIMULATION (80 TO 100%)
Core
Bridge academic research and industrial applications to drive innovation in simulation, system modeling, and industrial digitalization for sustainable automation and electrification.
Role type
Senior Scientist (Hybrid Modeling and Process Simulation)
Builds
Simulation models, prototypes, and demonstrators for process optimization, control logic validation, and operator training.
Domain
Industrial automation, process industry, manufacturing, and digitalization.
Deliverable
production ML models
Required skills
Hybrid modeling, physics-informed AI, system integration, machine learning, neural networks, deep learning, reinforcement learning, software architecture, industrial plant dynamics.
Preferred skills
Automation engineering, industrial control, condition monitoring, advanced process control, Python, C++, Modelica, OpenModelica, Julia, FMU, DWSIM, Dymola, Aspen HYSYS, Matlab Simulink.
Responsibilities
Develop and apply hybrid modeling combining analytical and data-driven methods; leverage physics-informed AI for interpretable and reliable models; build simulation models for validation and optimization; initiate and guide applied research projects; collaborate internationally with divisions, customers, and academic institutes; present work at conferences and to management; secure intellectual property via patents.
Seniority
Senior, hands-on IC with research and consultancy responsibilities.
