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Member of Technical Staff - ML Infrastructure

hextrion • United State
Visa Sponsorship
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Design and build the data and compute foundation for physics AI in semiconductor advanced packaging. Own scalable data pipelines, ML platform, distributed GPU training infrastructure, and production model deployment near the manufacturing line. Requires deep experience in data/ML infrastructure, distributed systems, and Python with modern MLOps tooling.

Key Highlights
Build training-ready datasets from design, manufacturing, metrology, and simulation data
Run large-scale distributed training across GPU clusters for physics AI models
Deploy and monitor models in production, including near the manufacturing line
Compensation of $150,000-$250,000 plus equity with visa sponsorship support
Key Responsibilities
Architect and build scalable data pipelines integrating design, manufacturing, inspection, metrology, and simulation data into a unified, versioned platform
Build and run the ML platform including compute, training pipelines, experiment tracking, and model management
Build large-scale training infrastructure for physics AI models and agents, including distributed training across GPU clusters
Run high-throughput simulation and data-generation workloads that create training data at scale
Deploy, serve, and monitor models in production, including near the manufacturing line
Integrate models and agents into engineering design workflows and tools, including EDA environments
Design secure infrastructure for sensitive data with strong access controls and auditability
Technical Skills Required
Python Distributed Systems Kubernetes
Benefits & Perks
Equity
Visa sponsorship
Nice to Have
Experience with scientific, simulation, design (EDA), manufacturing, or industrial data
Edge deployment experience
High-performance computing experience
Building LLM applications and agent tooling

Job Description

About Hextrion

Hextrion is a U.S.-headquartered company building next-generation semiconductor advanced packaging for AI chips. As AI chips grow larger and more complex, advanced packaging has become one of the biggest constraints on AI hardware. We combine world-class packaging expertise with frontier physics AI to transform how advanced packages are designed and manufactured. Hextrion is led by former C-suite and senior executives from the leading advanced packaging suppliers to NVIDIA, AMD, Broadcom, Google and Amazon, and our AI team brings together physics AI researchers from Harvard and AI manufacturing experts who have deployed AI systems at leading manufacturers, including TSMC.

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