Senior Software Engineer

1 month ago

Bangalore, India Career Makers Full time
Job Title: Senior Chief Engineer

Job Summary:

We are seeking a highly skilled Senior Chief Engineer to lead our AI acceleration efforts. The successful candidate will design and develop a generic AI acceleration framework for GPUs, CPUs, and NPUs, and optimize trained AI models for telco use cases.

Key Responsibilities:

  • Design and develop a generic AI acceleration framework for GPUs, CPUs, and NPUs.
  • Prune and optimize trained AI models for telco use cases.
  • Optimize Neural Network libraries for best adoption to underlying compute platforms.
  • Implement and verify the generic AI framework and optimized models.
  • Profile on various compute platforms.
  • Define functional and performance test cases against requirements and design choices.
  • Contribute to Company Intellectual Property (patents, tech papers) from experiments and analysis done from the project.
  • Work together with internal members of vRAN, L2 protocol stack, and embedded system SW for product integration.

Requirements:

  • 8+ years of experience in low-level embedded SW development, including architecting SW as per CPU architectures and knowledge of Assembly level debugging.
  • 5+ years of experience in AI/ML optimization, including AI model pruning and optimizing Neural Network libraries.
  • 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, including CUDA programming and 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 High-speed serial interfaces such as Ethernet and PCIe.
  • Hands-on experience in SW integration of multi-core, multi-module, multi-developer environment.

Advantageous:

  • Hands-on AVX instructions and optimizations on the assembly level.
  • Hands-on GPU programming and/or SIMD programming for modem Physical layer.
  • Experience in telecommunication and Radio Access Network SW development.

Education:

Bachelor's, Master's, or PhD degree in a relevant field.

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