Senior Web Developer

Disney Disney · Media · Shanghai, China

Seeking a Senior Web Developer to join the APAC Product and Technology team, focusing on designing, developing, and maintaining applications. The role involves leveraging agent-based architecture, integrating AI models for tasks like reasoning and summarization, building domain-specific knowledge bases with RAG, and working with stakeholders to deliver solutions. Experience with AI agent frameworks, LLM capabilities, RAG systems, and CI/CD pipelines is required.

What you'd actually do

  1. Leverage Agent-based architecture to optimize existing business processes and provide efficient, stable workflow solutions.
  2. Build a domain-specific knowledge base tailored to a particular business area by designing a customized knowledge base architecture that addresses the unique requirements of the field. Develop and implement a construction plan, including data collection, structuring, and integration with relevant business processes, to ensure seamless access and utilization of knowledge throughout daily operations.
  3. Integrate and orchestrate various AI models (proprietary and open-source) for tasks such as reasoning, retrieval, summarization, and structured data extraction
  4. Work with team to have Technical Grooming sessions to design Architect and technical solutions
  5. Should be able to effectively and closely work with stakeholders in gathering and validating requirements etc.

Skills

Required

  • Hands-on experience with AI Agent frameworks (e.g., LangChain, LlamaIndex, AutoGen, CrewAI, or Semantic Kernel)
  • Solid understanding of LLM capabilities and limitations – prompt engineering, function calling, context window management, and model selection (Claude, Gemini, etc.)
  • Familiar with the processes involved in building knowledge bases, with hands-on experience in developing production-grade RAG (Retrieval-Augmented Generation) systems and knowledge graphs, and able to flexibly design and optimize knowledge systems based on business needs.
  • Familiar with relational and non-relational database operation, especially metadata related data storage and query
  • Proven skills in implementing accessibility and security compliance
  • Exposure and experience in working in Agile/Scrum methodology
  • Exposure and experience in using AWS services and handling Linux Operating System and Linux commands
  • Good communication skills in verbal and written English

Nice to have

  • Proven experience in AWS CI/CD pipelines is considered an advantage
  • Experience in building REST APIs in AWS Technologies and Microservices
  • Proficient understanding of code versioning tools, such as Git
  • Experience with Python programming and multi-model AI training knowledge is a plus

What the JD emphasized

  • Agent-based architecture
  • AI models
  • AI Agent frameworks
  • RAG

Other signals

  • Leverage Agent-based architecture
  • Integrate and orchestrate various AI models
  • Hands-on experience with AI Agent frameworks
  • production-grade RAG systems