aipythonc++neural networksverilogsystemcvlsi designcompute in memory
Вакансия из Hirify Global, списка международных tech-компаний Для мэтча и отклика нужен Plus
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У роли четкий фокус на AI-инженерии для compute-in-memory, межфункциональной работе с аппаратной частью и понятном уровне опыта; зрелый полупроводниковый бизнес Microchip добавляет стабильности, хотя работа проходит в офисе.
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Работа в офисеАктуальные технологииИИ на уровне чиповРазвитие карьеры
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Hirify AI/Оригинал
TL;DR
Engineer II - Design (AI) (compute-in-memory neural networks): Developing neural network models and algorithms for analog compute-in-memory systems with an accent on architecture modeling, variation analysis, and power, performance, and area optimization. Focus on implementing ACIM algorithms, advancing hardware architecture, and analyzing simulations, integration risks, dependencies, and technical trade-offs.
Location: San Jose, California, United States; full-time onsite role.
Company
hirify.global develops semiconductor technologies and products for applications powering connected and embedded systems.
What you will do
Develop neural network models for CNNs, transformers, LLMs, and RNNs in analog compute-in-memory systems.
Model variation and mismatch across ACIM components, as well as solution power, performance, and area.
Implement ACIM algorithms and contribute to ACIM hardware architecture development.
Coordinate with design, technology, process, and test engineers to advance ACIM technology.
Translate product specifications, neural network performance targets, and schedules into design requirements and plans.
Bachelor’s degree in Electrical Engineering, Electronics Engineering, Computer Engineering, Computer Science, Physics, or a related field.
2.5–5 years of experience or research in neural network modeling for compute-in-memory or neuromorphic computing.
Experience with neural network modeling for compute-in-memory systems.
Knowledge of neural network architectures including MLPs, GRUs, CNNs, and sLLMs.
Strong written and verbal communication skills.
Reliability, accountability, sustained contributions, effective teamwork, cross-functional collaboration, integrity, and accuracy in representing qualifications and credentials.
Nice to have
PhD in Electrical Engineering, Computer Science, or a related field.
Experience with RISC-V architecture, validation, debugging, and testing.
Knowledge of nonvolatile memory technologies, VLSI design flows, computer architecture, and semiconductor device physics.
Experience with CAD and design tools including HSPICE/HSIM, Verilog, and Cadence Design Entry.
Knowledge of Python, Tcl, C++, or SystemC.
Culture & Benefits
Employee development and career growth programs.
Culture emphasizing trust, empowerment, respect, diversity, communication, and community.
Benefits and employee perks are provided by hirify.global.
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