Total 2 system analyst job vacancies in Art / Design / Entertainment category in D12 Balestier, Serangoon, Toa Payoh

The scope of the System Manager is as below:

• Coordinate and manage algorithms fine tuning from training environment including training

material collection, annotation, image containerization and algorithms onboarding to CVAS.

• Benchmark setup for algorithms accuracy testing and commissioning.

• Responsible to build data pipelines for transforming data from CVAS into a format that can

be analysed and supported in customer 's data-related analytics.

• Daily operation on CVAS.

Minimum Qualification of the System Manager:

1. Experience in VA system management or equivalent role.

2. 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.

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

construction safety domain will be preferred.

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

Docker, Kubernetes, or any AI language of choice.

5. Experience with source control such as GitHub.

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.