Posted on: 01/12/2025
Job Description :
An Edge AI Specialist is responsible for designing, developing, and optimizing AI models and systems to operate efficiently on edge devices. This role combines expertise in artificial intelligence, machine learning, and edge computing to deploy intelligent solutions in low-latency, resource-constrained environments
Key Responsibilities :
- Design and train AI/ML models tailored for edge environments.
- Optimize AI algorithms for low power consumption and minimal memory usage without compromising performance
- Deploy and test AI models on edge devices
- Deploy and monitor AI applications in real-world edge environments, ensuring reliability and robustness.
- Troubleshoot and resolve issues related to latency, security, and resource utilization.
- Ensure compliance with industry standards and best practices for AI and edge computing.
Required Skills and Qualifications :
Coding : Python, C/C++
Technology :
- ARM based SOC like Qualcomm SA8295 , GPU/ NPU/AI accelerators
Deep learning Framework :
- TensorFlow, Pytorch,
- Strong understanding of software development lifecycle (SDLC) and Agile methodologies.
- Excellent problem-solving skills and attention to detail.
- Strong communication and teamwork abilities.
Preferred Skills :
- Knowledge on AI Model optimizations embedded hardware
- Linux/QNX/Android work experience
- Databricks , ML Ops
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