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Unison Group

AI Engineer (Azure AI Solutions)

Unison Group

Singapore · 全职

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职位描述

Role overview

This position is for an AI Engineer who can build, deploy, and refine intelligent solutions using Microsoft Azure AI services. The work centers on Azure-native machine learning and data capabilities to create systems that are scalable, reliable, and ready for production use.

What you'll do

  • Create and implement AI-driven solutions with Azure AI tools and services.
  • Train, deploy, and manage machine learning and AI models in the Azure cloud.
  • Develop APIs and service layers that connect AI features with enterprise applications.
  • Handle both structured and unstructured datasets for model development and inference.
  • Partner with business and technical stakeholders to shape AI requirements.
  • Release, observe, and fine-tune AI solutions within Azure environments.
  • Maintain strong performance, scalability, and dependability across AI systems.
  • Investigate issues and improve existing AI implementations when needed.

Required background

  • Practical, hands-on exposure to Microsoft Azure AI and Azure Machine Learning.
  • Solid understanding of AI/ML fundamentals and the full model lifecycle.
  • Experience exposing and using models through APIs.
  • Strong coding ability in Python, Java, or comparable languages.
  • Working knowledge of data pipelines and data processing workflows.
  • Familiarity with REST API integration and system architecture concepts.

Preferred experience

  • Experience with Azure App Service, Functions, AKS, and Data Factory.
  • Exposure to machine learning libraries such as Scikit-learn, TensorFlow, or PyTorch.
  • Understanding of MLOps and CI/CD practices for ML deployment.
  • Experience using cloud monitoring and logging platforms.
  • Ability to evaluate model quality and improve performance through tuning.

Soft skills

  • Strong analytical thinking and problem-solving ability.
  • Clear communication and effective teamwork.
  • Comfort working in Agile delivery environments.
  • Interest in learning and adapting to evolving cloud AI technologies.

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