AI Inferencing Expert

1 day ago

Hyderabad City Taluka, Pakistan beBee Careers Full time

**Role Summary:**

We are seeking a highly skilled and experienced AI inferencing expert to spearhead the development and commercialization of a cutting-edge AI Runtime SDK. This individual will be responsible for pushing performance boundaries with large models, staying abreast of GenAI advancements, and driving the work forward with a passion for the role of edge in AI's evolution.

Responsibilities:

The selected candidate will lead the development and deployment of large C/C++ software stacks using best practices, leveraging expertise in deploying large LLMs/Transformers and edge-based GenAI deployment. Additionally, they will collaborate with a globally diverse team, managing tasks independently and ensuring excellent communication and presentation skills.

Requirements:

  • Strong grasp of Generative AI models – LLM, LVM, LMMs, and building blocks (self-attention, cross attention, KV caching etc.).
  • Floating-point, Fixed-point representations, and Quantization concepts.
  • Experience with optimizing algorithms for AI hardware accelerators (like CPU/GPU/NPU).
  • Hands-on experience in C/C++ programming, Design Patterns, and OS concepts.
  • Excellent analytical and debugging skills.
  • Exposure to shell scripts, Python scripts, Linux/Windows systems, and automation scripts/environment.
  • Good communication skills, presentation skills, and ability to manage tasks independently.
  • Collaboration across a globally diverse team and multiple interests.

Preferred Qualifications:

  • Strong understanding of SIMD processor architecture and system design.
  • Proficiency in object-oriented software development and familiarity.
  • Familiarity with Linux and Windows environment.
  • Strong background in kernel development for SIMD architectures.
  • Familiarity with frameworks like llama.cpp, MLX, and MLC is a plus.
  • Good knowledge of PyTorch, TFLite, and ONNX Runtime is preferred.
  • Experience with parallel computing systems and languages like OpenCL and CUDA is a plus.

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