Engineer, Video Analytics, GEC Job in Singapore Technologies Engineering

Engineer, Video Analytics, Gec

Singapore, Singapore

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Date: 01-Jun-2022 Location: Singapore, SG Company: ST Engineering Group
Responsibilities

Work together with other members in the Group Engineering Centre (GEC) - Video Analytics (VA) team to support projects across ST Engineering
Research and implement appropriate Machine Learning (ML) algorithms and tools
Develop ML modules and applications according to requirements
Train and retrain ML models when necessary
Maintain and update software documentation

Requirements

Bachelor's Degree in Computer Engineering or related technical discipline
Experience in software development using C++ and/or Python
Knowledge in deep learning frameworks such as Tensorflow, PyTorch, Mxnet, Scikit-learn, Numpy, Pandas, TensorRT, IntelOpenVino
Strong problem solving, analytical and conceptual skills, with good communication skills
Able to work independently with minimum guidance and monitoring, a good team player
Able to work in various ST Engineering offices in Singapore such as Jurong East, Paya Lebar or Seletar if needed
Preferable:
- Experience in embedded platforms (e.g. Nvidia Jetson, Intel UP Squared)
- Experience using MLOps and ML lifecycle management platforms such as MLFlow, KubeFlow, AirFlow
- Experience using Docker and Kubernetes
- Experience in building and optimizing high throughput video processing pipelines
- Experience in software packaging, deployment, UAT, and production

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