AI and Edge Solutions Director
2 weeks ago
Join Sapwood as a leader in AI and Edge Solutions
We are seeking a highly talented and motivated individual with strong experience and expertise in the field of Computer Vision and AI with expertise in Edge-based AI.
About the Job
The candidate is expected to have expertise in Image Processing with a strong background in Deep Learning, Image processing with AI and with traditional image processing-algorithms for Real-world cutting-edge applications.
Key Responsibilities
- Lead a team of Computer Vision and AI engineers
- Realize various Vision Driven products and applications on the Edge
- Work on identifying right methods and hardware based on application requirement
- Analysing the requirement from top level and breaking up the problem into algorithms, and hence choose the right solution by using traditional or deep learning methods
- Working with the team to realize the algorithm
- Fine-tune and optimize deep learning models (e.g., CNNs, YOLO, Mask-RCNN) for performance and efficiency in production environments
- Collaborate with the engineering and product teams to deploy models in real-world applications
- Research and integrate new algorithms and techniques to improve model performance and robustness
- Develop custom data augmentation pipelines to improve training efficiency and accuracy
- Evaluate model performance and conduct error analysis to guide further improvements
Requirements
- Bachelor's, Master's, or Ph.D. degree in Computer Science, Artificial Intelligence, or related fields
- 6 to 10 years of hands-on experience in deep learning and computer vision with Hardware based implementation
- Proficient in C/C++
- Proficiency in traditional image processing algorithms
- Deep learning frameworks and solid experience with various AI models like object detection models (e.g., YOLO), and face recognition models
- Proven experience in training and deploying computer vision models at scale
- Familiarity with OpenCV
- Having leadership quality to lead a team of engineers in the field of Computer Vision and AI
What We Offer
- $180,000 - $250,000 per annum
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