Job Description

Location Singapore, North East

Planning Area
ANG MO KIO

Job Type
Permanent

Salary
$4,000 - $7,000 Per Month

Date Posted
4 hours ago

Expiry Date
19-Aug-2022
Additional Details


Job ID
318231

Job Views
1

Roles & Responsibilities 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
  

Tags
engineer machine learning engineer machine learning