AI/ML ASIC Architect
Bengaluru, KA, India
INR 3000K-6000K (estimate) Senior-level Full Time
Tasks
- Analyze LLM workload characterize ASIC and datacenter solutions
- Author architecture specifications and SoC requirements
- Collaborate with RTL DV simulation emulation and firmware teams
- Define I/O subsystem and PCIe DMA architectures
- Design NoC memory controller and FPGA fabric interactions
- Develop AI ML accelerator ASIC architecture
- Evaluate performance power area and endurance
- Improve performance via hardware software co optimization
- Integrate AI storage with GPU TPU xPU accelerators
- Optimize memory efficient training and inference systems
Perks/Benefits
- N/A
Skills/Tech-stack
ARM | ASIC | AXI | Attention Mechanism | CUDA | CXL | Cache optimization | Continuous batching | DMA | FPGA fabric | Flash Attention | GPU Architecture | HBM | I/O | I/O subsystem | KV cache | KV cache optimization | Memory controller | Mixture of Experts | Model Parallelism | NAND flash | NOC | NVMe | PCIe | Pruning | Quantization | RISC-V | SoC | Speculative decoding | Transformer | UCIe | X86
Education
Roles
AI | AI Hardware Architect | ASIC Architect | Architect | Hardware Architect | SoC Architect
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