Video Analytics System Support

3 weeks ago


Singapore MTS SYSTEMS ENGINEERING PTE. LTD. Full time
Roles & Responsibilities

The scope of the System Support is as below:

1. Video analytic task creation, deletion, start and stop.

2. Algorithms full lifecycle management, including upgrading, versioning, training, dismission

and onboarding.

3. False detection case recognition e.g., video footages from incidents to validate the

algorithms false positive and false negative rate to trigger fine tuning.

4. Generate system performance report.

5. Other daily tasks assigned by CUSTOMER.

6. The System Support shall have experience in VA or similar project management.

7. Experience in VA system management or equivalent role.

8. Experience in deep learning/machine learning technologies, tools and development

frameworks in the field of video analytics, image processing, e.g. TensorFlow, Keras, Caffee,

Pytorch, Modeling etc.

9. Experience in video analytics algorithms developing. Knowledge and experience in

construction safety domain will be preferred.

10. Good understanding in software development and quick prototyping with C/C++/Java,

Docker, Kubernetes, or any AI language of choice.

11. Experience with source control such as GitHub.




Tell employers what skills you have

TensorFlow
Image Processing
Kubernetes
Modeling
VA
Video Analytics
Laptops
Application Development
Keras
Construction Safety
Tuning
PyTorch
Problem Management
Docker

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