Senior Staff Engineer
7 days ago
Job Summary:
Extreme Networks, Inc. is seeking a highly skilled Senior Staff Engineer to lead our Edge AI Engineering team. As a key member of our team, you will be responsible for designing, developing, and deploying cutting-edge Edge AI solutions that drive business growth and innovation.
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.
- Manage all phases of technical projects, from conception to completion.
- Develop project specifications, track progress, and control costs.
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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