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Video Analytics System Manager
2 months ago
We are seeking a highly skilled Video Analytics System Manager to join our team at MTS SYSTEMS ENGINEERING PTE. LTD. The successful candidate will be responsible for managing and coordinating the development and implementation of video analytics systems.
Key Responsibilities- Coordinate and manage the fine-tuning of algorithms from the training environment, including training material collection, annotation, image containerization, and onboarding to the video analytics system.
- Set up benchmarks for algorithm accuracy testing and commissioning.
- Develop data pipelines for transforming data from the video analytics system into a format that can be analyzed and supported in customer data-related analytics.
- Perform daily operations on the video analytics system.
- Minimum qualification: Experience in video analytics system management or an equivalent role.
- Experience in deep learning/machine learning technologies, tools, and development frameworks in the field of video analytics, image processing, such as TensorFlow, Keras, Caffe, PyTorch, and Modeling.
- Experience in video analytics algorithm development. Knowledge and experience in construction safety domain are preferred.
- Good understanding of software development and quick prototyping with C/C++/Java, Docker, Kubernetes, or any AI language of choice.
- Experience with source control such as GitHub.
- TensorFlow
- Image Processing
- Kubernetes
- Modeling
- VA
- Pipelines
- Video Analytics
- Keras
- Construction Safety
- Tuning
- PyTorch
- Containerization
- Docker
- Github
- Commissioning
