Senior System Administrator

3 weeks ago


Singapore ONEBYTE PTE. LTD. Full time
About the Role

At ONEBYTE PTE. LTD., we are seeking a highly skilled Senior System Administrator to join our team. As a key member of our organization, you will be responsible for coordinating and managing algorithms fine tuning from training environment, including training material collection, annotation, image containerization, and algorithms onboarding to CVAS.

Key Responsibilities
  1. Benchmark setup for algorithms accuracy testing and commissioning.
  2. Build data pipelines for transforming data from CVAS into a format that can be analyzed and supported in customer's data-related analytics.
  3. Daily operation on CVAS.

Requirements
• Experience in VA system management or 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 algorithms developing. Knowledge and experience in construction safety domain will be preferred.
• Good understanding in software development and quick prototyping with C/C++/Java, Docker, Kubernetes, or any AI language of choice.
• Experience with source control such as GitHub.

Preferred Skills
  • TensorFlow
  • Image Processing
  • Kubernetes
  • Modeling
  • VA
  • Pipelines
  • Video Analytics
  • Keras
  • Construction Safety
  • Tuning
  • PyTorch
  • Containerization
  • Docker
  • Github
  • Software Development


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