Video Analytics System Manager

4 weeks ago


Singapore MTS SYSTEMS ENGINEERING PTE. LTD. Full time

Roles & Responsibilities

The Video Analytics System Manager at MTS SYSTEMS ENGINEERING PTE. LTD. will be responsible for:

  1. Coordinating and managing the fine-tuning of video analytics algorithms from the training environment, including the collection of training materials, annotation, and image containerization.
  2. Setting up benchmarks for algorithm accuracy testing and commissioning.
  3. 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.
  4. Performing daily operations on the CVAS.
  5. Ensuring the minimum qualification of the System Manager:
    1. Experience in video system management or an 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, Caffe, PyTorch, Modeling, etc.
    3. Experience in video analytics algorithm development. Knowledge and experience in construction safety domains are preferred.
    4. Good understanding of 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.

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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