Intern: Multiscale Modeling & Wet-Process Simulations

TOKYO ELECTRON AMERICA, INC.; Austin (MO); On-site; USD 28,000 - 41,000; Full time

Job summary

TOKYO ELECTRON AMERICA, INC. invites applications for a Summer 2027 Internship in Austin, TX. The intern will join the Surface Preparation System ATG and work on a novel multiscale modeling framework for wet semiconductor processing, linking wafer-scale transport to nanoscale etching behavior.

Strong problem-solving, collaboration with global TEL teams, and a foundation in transport phenomena, computation, and data analysis are essential. This paid internship runs May 17 to August 20, 2027.

Qualifications

• BS degree or higher in Engineering, Applied Mathematics, Physics, Computational Engineering, Materials Science, or related fields.
• Strong understanding of transport phenomena including fluid dynamics, mass transfer, diffusion, convection-diffusion-reaction systems, and surface reaction kinetics.
• Knowledge of multiscale modeling methodologies and reduced-order modeling techniques is desirable.
• Familiarity with Macro transport Theory, homogenization methods, or other scale-bridging approaches is desirable.
• Experience with programming languages such as Python, MATLAB, C/C++, or Julia is desirable.

Responsibilities

• Develop physics-based models describing transport and reaction phenomena in wet chemical semiconductor processing.
• Build multiscale simulation frameworks linking wafer-scale flow, species transport, and thermal behavior to nanoscale feature etching dynamics.
• Analyze simulation and experimental data to validate model predictions across process parameters.
• Support the development of advanced simulation methodologies for process optimization and digital-twin implementation.
• Collaborate on global projects with TEL U.S. R&D sites, manufacturing divisions, customers, consortia, vendors, and academic partners.
• Demonstrate strong problem-solving skills and ability to work in multidisciplinary teams.

Skills

Transport phenomena

Fluid dynamics

Mass transfer

Diffusion

Convection-diffusion-reaction

Surface reaction kinetics

Programming (Python)

Programming (MATLAB)

Programming (C/C++)

Programming (Julia)

Data-driven modeling

Machine learning

Education

BS degree or higher in Engineering or related field

Tools

Python

MATLAB

C/C++

Julia

Job description

TOKYO ELECTRON AMERICA, INC. invites applications for a Summer 2027 Internship in Austin, TX. The intern will join the Surface Preparation System ATG and work on a novel multiscale modeling framework for wet semiconductor processing, linking wafer-scale transport to nanoscale etching behavior.

Strong problem-solving, collaboration with global TEL teams, and a foundation in transport phenomena, computation, and data analysis are essential. This paid internship runs May 17 to August 20, 2027.