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Member of Technical Staff - Agentic Systems

hextrion • United State
Visa Sponsorship
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Build and optimize AI agents combining LLMs, reinforcement learning, and physics models for semiconductor advanced packaging design and manufacturing. Develop tools to integrate agents with simulators, optimizers, and EDA software while training models to improve performance on real engineering tasks. Requires deep experience in LLM-based agents, RL methods, and strong engineering skills to deploy systems from research to production.

Key Highlights
Role focuses on building AI agents for semiconductor advanced packaging using physics AI and reinforcement learning.
Company led by executives from NVIDIA, AMD, Broadcom, Google, and Amazon with expertise in frontier physics AI.
Compensation ranges from $150,000 to $300,000 plus equity, with visa sponsorship available.
Key Responsibilities
Build design agents that explore and optimize advanced package designs using physics AI models and engineering design tools.
Build manufacturing agents that optimize processes, diagnose issues and support engineers on the production line.
Train agents with reinforcement learning, using physics-based models and digital twins as environments and verifiers.
Train, fine-tune and evaluate models, including language models, to improve agent performance.
Develop tools and interfaces that let agents reliably use simulators, optimizers and electronic design automation (EDA) software.
Enable agents to learn continuously from live design and manufacturing data, with safeguards for real-world deployment.
Technical Skills Required
Reinforcement Learning Large Language Models (LLMs) Physics AI
Benefits & Perks
Equity compensation
Visa sponsorship
Nice to Have
Experience applying AI to science, engineering, semiconductors, EDA or manufacturing
Working with physics-based simulation
PhD degree

Job Description

About Hextrion

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