Principal Architect focusing on AI performance analysis and modeling for hardware and software design at d-Matrix. Collaborating with teams to create advanced inference accelerators.
Responsibilities
Analyze the latest ML workloads (multi-modal LLMs, CoT reasoning models).
Contribute Hardware and Software features for inference accelerators.
Stay updated on latest research in ML Architecture and collaborate with teams.
Analyze properties of emerging machine learning algorithms and workloads.
Requirements
Minimum: BSEE with 10+ years or MSEE with 8+ years of industry experience.
Solid grasp in areas: computer architecture, hardware software codesign, performance modeling, ML fundamentals.
Programming fluency in C/C++ or Python.
Experience with analytical performance models and architecture simulators.
Research background with publication record in top-tier architecture or machine learning venues is a plus.
Benefits
Medical/Dental/Vision
401k
Inclusive rewards plan
Wellbeing programs
Incentive opportunities based on performance
Job title
Principal Architect, Performance Analysis and Modeling
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