Video Analytics System Manager
4 weeks ago
Roles & Responsibilities
The Video Analytics System Manager at MTS SYSTEMS ENGINEERING PTE. LTD. will be responsible for:
- Coordinating and managing the fine-tuning of video analytics algorithms from the training environment, including the collection of training materials, annotation, and image containerization.
- Setting up benchmarks for algorithm accuracy testing and commissioning.
- Building data pipelines to transform data from the Video Analytics System (CVAS) into a format that can be analyzed and supported in customer data-related analytics.
- Performing daily operations on the CVAS.
- Ensuring the minimum qualification of the System Manager:
- Experience in video 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, e.g., TensorFlow, Keras, Caffe, PyTorch, Modeling, etc.
- Experience in video analytics algorithm development. Knowledge and experience in construction safety domains 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.
Tell employers what skills you have
- TensorFlow
- Image Processing
- Kubernetes
- Modeling
- VA
- Pipelines
- Video Analytics
- Keras
- Construction Safety
- Tuning
- PyTorch
- Containerization
- Docker
- Github
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