
Edge AI System Architect
6 days ago
Job Title:
Edge AI System ArchitectOverview:
We are seeking an experienced Edge AI System Architect to join our team. As a key member of our organization, you will be responsible for designing and developing advanced IoT solutions with AI capabilities for edge devices.
Key Responsibilities:
- Architect large-scale, distributed Edge AI systems for real-time inference across thousands of devices.
- Lead hardware-aware model development optimized for deployment on platforms like NVIDIA Jetson, Qualcomm Snapdragon, Intel Movidius, and ARM Cortex-A/NPU chips.
- Design pipelines for edge inferencing with low-latency, low-power, and high-accuracy constraints.
- Lead performance tuning using tools like TensorRT, ONNX Runtime, TVM, and OpenVINO.
- Build scalable, secure model deployment platforms using NVIDIA Triton, Edge Kubernetes (K3s), and MLOps frameworks.
- Integrate AI with real-world data sources: video streams, sensor fusion (IMU, LiDAR), audio, etc.
- Collaborate with firmware, hardware, and platform teams for system-level optimization.
- Define strategies for OTA model updates, fleet-wide monitoring, and privacy-preserving AI.
- Stay ahead of emerging trends in tinyML, neural architecture search (NAS), zero-shot inference, and federated learning.
Requirements:
- Bachelor's degree in Computer Science or related field.
- Minimum 5 years of experience in Edge AI system design and development.
- Strong knowledge of AI/ML algorithms and architectures.
- Experience with Edge computing platforms and frameworks.
- Excellent communication and collaboration skills.
Benefits:
* Competitive salary and benefits package.
* Opportunities for professional growth and development.
* Collaborative and dynamic work environment.
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