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Data Engineer

2 months ago

Singapore ADVANCED E-SOLUTIONS PTE. LTD. Full time
Job Description

Advanced E-Solutions Pte. Ltd. is seeking a highly skilled Data Engineer to join our team in the deployment of AI/ML models in the MLOps platform within the SingHealth cluster.

Key Responsibilities:
  • Technical Solution Review: Conduct thorough reviews of technical solutions for the deployment of AI models, data pipelines, and visualization interfaces.
  • DevOps and Automation: Utilize DevOps tools to automate model deployment and tuning via orchestration.
  • Platform Maintenance: Provide guidance for maintenance, support, and enhancements to model deployment platforms.
  • Hands-on Experience: Analyze, design, and develop tests for model deployment and automation, design and implement API interfaces, set up Continuous Integration/Continuous Deployment pipelines, work with Data Scientists on understanding and enhancing data models for deployment, and liaise with Data Engineers on requirements for each data source.
Requirements and Qualifications:
  • Software Engineering Experience: Practical experience in software engineering or software development experience in making AI/ML models production-ready.
  • Education and Training: Degree and equivalent training in Business Analytics, Computer Science/Computer Engineering, Information Systems, Mathematics, Statistics, Engineering, or related disciplines with an analytical component.
  • Programming Skills: Understanding of programming languages such as Python, R, and SQL.
  • Cloud Computing and Infrastructure: Foundational knowledge of Cloud computing and infrastructure setup.
  • Data Engineering and Visualization: Foundational knowledge of data pipeline, data engineering, and data pre-processing, as well as data visualization tools such as Tableau, QlikSense, and Power BI.
  • Agile and Scrum Experience: Agile and Scrum experience is preferred.
  • IT Systems Development: At least 5 years of experience in developing, implementing, and maintaining IT systems.