AI/RAG Application Developer

5 days ago


Kuala Lumpur, Kuala Lumpur, Malaysia Ascendion Full time

Ascendion WP. Kuala Lumpur, Federal Territory of Kuala Lumpur, Malaysia

The AI Application Developer will be responsible for designing, developing, and deploying Retrieval-Augmented Generation (RAG) applications on Microsoft Azure. This role involves integrating Azure AI services, optimizing retrieval pipelines, ensuring scalability, and maintaining security best practices. The ideal candidate should have experience in cloud-based AI/ML development, vector databases, natural language processing (NLP), and front-end development.

Roles:
  1. Design and implement a scalable RAG architecture using Azure services such as Azure OpenAI, Azure AI Search, Azure App Service, Azure Functions, Azure Cosmos DB.
  2. Define best practices for data ingestion, retrieval, augmentation workflows, and user interface design.
  3. Develop robust APIs and microservices to support RAG functionalities.
  4. Integrate Azure AI Search for efficient retrieval mechanisms.
  5. Preprocess and index documents using Azure Functions and Azure AI Search.
  6. Utilize Azure OpenAI to generate context-aware responses.
  7. Develop intuitive and responsive user interfaces using Vue.js and Tailwind CSS.
  8. Implement dynamic data visualization and interactive components for enhanced user experience.
  9. Deploy and manage applications using Azure App Service or Azure Functions.
  10. Implement CI/CD pipelines using GitHub Actions.

Requirements

  • Strong knowledge of Python and REST API development.
  • Experience with LangChain framework.
  • Familiarity with GitHub.
  • Proficiency in Vue.js and Tailwind CSS for front-end development.
  • Strong teamwork and collaboration skills, with the ability to work effectively in cross-functional teams.
  • Conduct knowledge sharing on RAG and Azure services related to the Gen AI works that are being done and complete.
Seniority level

Mid-Senior level

Employment type

Full-time

Job function

Information Technology

Industries

Technology, Information and Internet and Investment Management

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