Senior Chief Architect
1 day ago
We are seeking a highly skilled Senior Chief Architect to join our team at Career Makers.
Job Summary:The successful candidate will design, develop, and optimize generic AI acceleration frameworks for GPUs, CPUs, and NPUs. They will also prune and optimize trained AI models for telco use cases, optimize neural network libraries, and implement and verify the generic AI framework and optimized models.
Key Responsibilities:- Design and develop generic AI acceleration frameworks for GPUs, CPUs, and NPUs.
- Prune and optimize trained AI models of telco use cases.
- Optimize neural network libraries to best adopt to underlying compute platforms.
- Implement and verify the generic AI framework and optimized models.
- Profile on various compute platforms.
- 8+ years of experience in low-level embedded SW development such as architecting SW as per CPU architectures and knowledge of Assembly level debugging.
- 5+ years of experience in AI/ML optimization both in terms of AI model pruning and optimizing Neural Network library.
- 5+ years of experience in training AI/ML models, fine-tuning using Tensorflow or Pytorch and integration of trained models into relevant product SW.
- 3+ years of experience in NVIDIA GPU platforms and AI/ML ecosystem such as CUDA programming, DOCA SW framework.
- Expertise knowledge in programming vector processing SW on SIMD processors and GPUs.
- Proficient knowledge in hosting LLMs on GPUs and knowledge of routing AI execution jobs across CPUs and GPUs.
- Good understanding of the High-speed serial interfaces such as Ethernet, PCIe.
- Hands-on experience in SW integration of multi-core, multi-module multi-developer environment.
$120,000 - $180,000 per annum, depending on experience.
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