Modeling Engineer: Plasma Process And Machine Learning
Applied Materials Inc
Santa Clara, CA, US
$138,000.00 - $190,000.00; not specified; not spec...
Plasma process modeling
Machine learning for scientific computing
Physics-based modeling
Applied Materials is a global leader in materials engineering solutions used to produce virtually every new chip and advanced display in the world
Job Summary
Applied Materials is a global leader in materials engineering solutions used to produce virtually every new chip and advanced display in the world.
This role focuses on understanding, modeling, and predicting plasma–surface interaction processes using a combination of physics-based methods and data-driven approaches.
You’ll benefit from a supportive work culture that encourages you to learn, develop, and grow your career as you take on challenges and drive innovative solutions for our customers.
Matching Summary
Applied Materials is a global leader in materials engineering solutions used to produce virtually every new chip and advanced display in the world.
Salary
$138,000.00 - $190,000.00; Not specified; Not specified
Skills & Requirements
Must-have
Plasma process modeling
Machine learning for scientific computing
Physics-based modeling
Atomistic and mesoscale modeling
Kinetic Monte Carlo simulations
Molecular dynamics simulations
Nice-to-have
Collaborate with experimental teams
Develop internal software tools
Accelerated technology development
Supportive work culture
Key Requirements
PhD in Engineering or Science
MS with relevant experience considered
Experience with ab initio quantum chemistry
Experience with ML models
Experience with large simulation datasets
Experience integrating modeling with experimental data