- Location
- San Diego, CA,US, US
- Type
- Full-time
- Department
- Engineering
- Seniority
- Lead
- Education
- PhD
- Source
- Eightfold
Description
Bachelor's degree in Computer Science, Engineering, Information Systems, or related field and 8+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience. OR Master's degree in Computer Science, Engineering, Information Systems, or related field and 7+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience. OR PhD in Computer Science, Engineering, Information Systems, or related field and 6+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience. Ideal candidates for this position will demonstrate the following: Proven ability of planning, managing and deliver large commercial software projects Experience in serving frameworks, like vLLM Strong development skills in PyTorch Strong understanding of LLMs, Multi-modal and reasoning models Experience in executing, analyzing, and optimizing neural networks Experience in writing high performance software for multicore systems Experience with C++, Python Strong skills in analyzing performance of software/hardware solutions on multi-core architectures; understanding of multi-core architecture fundamentals (core, cache, memory, bus, PCIe, etc) Understanding of multi-core processor architecture and SoC architectures (NoCs, caches, memories, etc.) Experience with Performance modeling of SoC architectures Excellent communication skills (written and verbal) and team player Experience with machine learning accelerators and related software is highly desired Background and understanding of neural network operators and mathematical operations: linear algebra, math libraries, desirable Master's, Computer Engineering and/or Computer Networks & Systems and/or Computer Science