H

Founding AI Researcher

hextrion • United State
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AI Summary

Build AI surrogate models to replace slow physics simulations in advanced semiconductor packaging for AI chips. Collaborate with packaging engineers to calibrate models against real-world manufacturing data and quantify uncertainty. Requires a PhD or equivalent research experience with a track record in physics AI, neural operators, or learned simulators.

Key Highlights
Founding role with full ownership to shape research direction from the ground up
Access to real manufacturing data and production lines rarely available to AI researchers
Competitive compensation of $150,000-$300,000 plus equity and visa sponsorship support

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Key Responsibilities
Build AI surrogate models for physics simulation across coupled thermal, mechanical, chemical, and electrical domains.
Architect models that stay accurate across new designs, scales, and operating conditions.
Calibrate models against real-world data and quantify uncertainty to guide engineering decisions.
Run large-scale training experiments and build the tools and datasets behind them.
Work with packaging engineers and researchers across the U.S. and Taiwan to bring research into real-world use.
Technical Skills Required
Physics AI Neural Operators Physics-Informed Machine Learning

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Benefits & Perks
Equity
Visa sponsorship

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Nice to Have
Experience in semiconductors, advanced packaging, electronic design automation, manufacturing, physics-based simulation tools, uncertainty quantification or inverse problems

Job Description

About Hextron

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Job Overview
Posted Date Oct 01, 2026
Employment Type Full-time
Experience Level Director
Location United State
Category Programming
Company hextrion
Mentioned Skills
ai c simulation packaging design

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