AI Engineer
Surbana Jurong4 days ago
Singapore, SingaporeMid Level
Responsibilities
- Design and build end-to-end AI-powered applications, including retrieval pipelines, LLM orchestration layers, backend APIs, and user-facing interfaces.
- Own the full software development lifecycle from requirements and architecture through testing, deployment, and post-launch iteration.
- Integrate LLM APIs, vector databases, retrieval-augmented generation, and agentic orchestration into production applications.
- Evaluate AI models and retrieval approaches, define evaluation criteria, and improve production performance using operational data.
- Own CI/CD pipelines, containerization, observability, secure cloud deployment, and architectural documentation.
- Develop reusable components and shared engineering standards for the AI platform.
- Work with business teams and AI product managers in a forward-deployed model, communicating progress and risks to technical and non-technical stakeholders.
Requirements
- Track record of shipping, debugging, and improving production software used in real operating conditions.
- Strong Python proficiency and experience with REST APIs, cloud deployment, and containerization.
- Hands-on experience with LLM APIs such as OpenAI or Anthropic and retrieval or vector database systems.
- Solid understanding of software architecture, testing practices, and production operations.
- Experience with agentic orchestration frameworks such as LangChain, LangGraph, or AutoGen is advantageous.
- Frontend development experience with React and TypeScript is advantageous.
- Familiarity with architecture, engineering and construction, infrastructure, or enterprise workflow domains is advantageous.
- Familiarity with AWS, Azure, or GCP environments is advantageous.
Benefits
- The company emphasizes equity, diversity, inclusion, belonging, teamwork, creative problem-solving, and a collaborative workplace culture.
Categories
About Surbana Jurong
Surbana Jurong provides urban planning, architecture, engineering, and infrastructure consulting across the full project lifecycle for governments, developers, and utilities. Headquartered in Shanghai, it serves North Asia and delivers projects in transport, energy, water, aviation, and healthcare, backed by 70+ years of project delivery across 40+ countries. Its fee-based model spans advisory, design, delivery management, operations support, and decommissioning.