Principal Model Inference Specialist

2 days ago

GulshaneIqbal Town, Pakistan beBeeAIengineer Full time $180,000 - $250,000
Job Position Summary

This role focuses on developing and refining AI models for inference, emphasizing expertise in hardware acceleration using Vulkan.

Key Responsibilities:
  • Develop optimized kernels for language models across various hardware backends, with a focus on mobile and integrated GPU acceleration.
  • Design and implement datatype and precision support for improved performance.
  • Analyze and resolve GPU acceleration issues on Vulkan and integrated/mobile GPUs.
  • Lead the development of quantization techniques to enhance efficiency and memory usage.
  • Troubleshoot and optimize GPU operators for better performance.
Requirements:
  • Expertise in GPU acceleration with Vulkan framework.
  • Background in model optimization and quantization.
  • Experience in compute shader development and customization.
  • Familiarity with parameter-efficient training methods.
  • Ability to diagnose and fix GPU-specific performance and stability issues.

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