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.
Requirements:
· Bilingual in English and Mandarin
· Singaporean and Singapore PR are welcome to apply
