Simulation Expert - Semiconductor Processes and Materials - Espoo
Core
Modelling and simulation of semiconductor manufacturing processes, specifically plasma patterning and deposition, to optimize process behavior and support transfer to high-volume manufacturing.
Role type
Simulation Expert (Semiconductor Processes)
Builds
Process improvements for MEMS technology development
Domain
Semiconductor manufacturing / Plasma physics / Materials science
Deliverable
production ML models
Required skills
Multi-scale simulation (atomistic and continuum), Plasma process modelling, Deposition process modelling, Machine learning applications, Analytical methods, Experimental data validation
Preferred skills
Industry experience, Experience with industrial partners, Independent topic ownership
Technologies
Atomistic simulation tools, Continuum simulation tools, Machine learning frameworks
Responsibilities
Perform multi-scale simulation of plasma and deposition processes, Validate simulations with experimental data from semiconductor wafers, Collaborate with research, development, and production teams, Translate simulation insights into process improvements
Seniority
Senior, independent IC
