Senior AI Engineer

2 months ago

Toronto, Ontario, Canada Extreme Networks, Inc. Full time
Technical Lead - AI Inference

We are seeking a highly skilled Technical Lead to spearhead our AI Inference efforts. As a key member of our team, you will be responsible for driving the development and deployment of AI models on edge devices with embedded GPU/TPU architectures.

Key Responsibilities:
  • Develop and optimize AI inference models for deployment on edge devices with embedded GPU/TPU accelerators, focusing on local Low Latency Model (LLM) inference.
  • Implement and fine-tune low-latency model inference pipelines to meet real-time performance requirements.
  • Conduct performance profiling and optimization to maximize the efficiency of GPU/TPU acceleration for local LLM inference.
  • Provide technical expertise and support to project teams, ensuring successful implementation and deployment of edge AI solutions.
  • Oversee project planning, execution, and delivery, ensuring alignment with business objectives.
Requirements:
  • Bachelor's degree in computer science, Engineering, or a related field.
  • 5+ years of hands-on experience in AI model development and deployment, with a focus on edge computing and local LLM inference.
  • Strong programming skills in languages such as Python and C++.
  • Extensive experience with GPU/TPU acceleration for AI inference, including optimization techniques (tensor, pipeline, data, sharded data parallelism) and performance tuning.
  • Deep knowledge of GPU memory layout, familiarity with NVIDIA Jatison, ARM Mali or relevant SoC configurations.
  • Experience with edge device hardware and software integration.
  • Experience with edge AI applications in domains such as robotics, autonomous vehicles, or industrial automation.

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