TSMC · 15 hours ago
Summer 2026 - TCAD Engineer Intern(7371)
TSMC is a leading dedicated semiconductor foundry, seeking a motivated summer intern to work on AI Agent Systems for Physical Sciences. The intern will contribute to the development and evaluation of autonomous AI agents, focusing on applications related to physical systems and semiconductor simulations.
Consumer ElectronicsElectronicsManufacturingProduct DesignSemiconductor
Responsibilities
Design, develop, configure and evaluate agentic AI models (e.g., multi-agent systems, tool-using LLM agents, planning/reasoning pipelines)
Integrate domain knowledge into AI workflows to improve reasoning, robustness, or interpretability
Assist with physics-based modeling or simulation tasks, potentially related to materials or semiconductor systems
Analyze model performance and document findings clearly
Collaborate with researchers/engineers across AI and physical sciences
Qualification
Required
Actively pursuing a master/Ph.D. degree in computer science, or PhD degree in chemistry, materials science, physics, or a closely related field. Preference will be given to candidates in the final year of their program
Hands-on experience developing agentic AI systems, such as: LLM-based agents, tool-calling frameworks, or autonomous workflows; Multi-agent coordination or planning/reasoning architectures
Strong programming skills (e.g., Python; experience with ML/AI frameworks)
Solid background in physics (e.g., condensed matter, materials science, applied physics, or related fields)
Preferred
Knowledge or practical experience with semiconductor physics
Experience with semiconductor device or materials simulations (e.g., DFT, VASP, LAMMPS, TCAD, or similar tools)
Familiarity with physics-informed ML, scientific computing, or numerical methods
Experience working in research-oriented or interdisciplinary environments
Good programming skills with Python or C/C++
Company
TSMC
Established in 1987, TSMC is the world's first dedicated semiconductor foundry.
H1B Sponsorship
TSMC has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (49)
2024 (27)
2023 (30)
2022 (17)
2021 (31)
2020 (35)
Funding
Current Stage
Public CompanyTotal Funding
$14.2BKey Investors
U.S. Department of CommerceBerkshire Hathaway
2024-04-08Grant· $6.6B
2024-01-01Acquired
2022-09-30Post Ipo Equity· $4.1B
Recent News
2026-02-06
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