SoC Architect
d-Matrix · Santa Clara, CA · 1 wk ago
HybridInformation TechnologyFull-time
The role
The AI Architecture Team is responsible for driving the Silicon roadmap and directions, architectural explorations, hardware-software co-design, performance projections and modeling, cross-team collaborations, and academic outreach.
Requirements
- MS in Computer Science, Electrical and Computer Engineering, or a related scientific discipline with 5+ years of relevant experience in compute architecture and system design area.
- 5 or more years of demonstrated experience leading Architecture or Design Development of SoCs.
- Expert knowledge of AI SoC Architecture, requirements, and definition.
- Ability to identify potential architectural issues and design flaws early in the design phase to provide effective solutions and recommendations.
- Experience with CPU, GPU, ASIC, and ML accelerator architecture exploration and architectural modeling.
- High proficiency in performance modeling, ranging from simple analytical models to complex cycle-accurate performance models and correlations.
- Deep, wide, and current knowledge in machine learning and modern deep learning is required.
- Hands-on experience with CNN, RNN, Transformer neural network architectures.
Qualifications
- PhD in Computer Science, Electrical and Computer Engineering, or a related scientific discipline with 5+ years of relevant experience in compute architecture and system design area.
- High proficiency in algorithm analysis, data structures, and Python programming.
- Proficiency with C/C++ programming is preferred.
Skills
- Passionate about AI and thriving in a fast-paced and dynamic startup culture.
Benefits
Equal Opportunity Employment Policy
Pay
N/A
Schedule
N/A