AI Full-Stack Engineer: Build Production-Ready AI Apps

SURBANA JURONG PRIVATE LIMITED; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

SURBANA JURONG PRIVATE LIMITED is seeking a software engineer to design, build, and deliver AI-enabled applications within the Central AI-Core Studio & Delivery team in Singapore. You will own the end-to-end lifecycle from requirements and architecture through testing, deployment, and post-launch iteration.

You will integrate LLM APIs, vector databases and retrieval-augmented generation, manage CI/CD pipelines, containerisation, observability and secure cloud deployment, and collaborate with AI

Qualifications

• At least 2 years of experience in software engineering, backend development, AI application development, or a related field.
• Proven track record delivering production-ready software.
• Strong Python proficiency, with REST APIs, cloud deployment and containerisation experience.
• Hands-on experience with LLM APIs (OpenAI, Anthropic, or equivalent) and retrieval/vector databases.
• Solid understanding of software architecture, testing practices, and production operations.
• Advantageous to have experience with agentic orchestration frameworks (LangChain, LangGraph, AutoGen) and frontend React/TypeScript.
• Familiarity with AWS/Azure/GCP environments and enterprise workflows.

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, and retrieval-augmented generation into production applications, applying agentic orchestration where needed.
• Evaluate AI models and retrieval approaches, defining evaluation criteria and iterating on production performance data.
• Own CI/CD pipelines, containerisation, observability, and secure cloud deployment, and document architectural decisions and trade-offs.
• Contribute reusable components and shared engineering standards to the AI platform.
• Work directly with business teams and AI PMs in a forward-deployed model, communicating progress and risks to technical and non-technical stakeholders.

Skills

Python

REST APIs

Cloud deployment

Containerisation

LLM APIs

Vector databases

React/TypeScript basics

Tools

LangChain

LangGraph

AutoGen

Job description

SURBANA JURONG PRIVATE LIMITED is seeking a software engineer to design, build, and deliver AI-enabled applications within the Central AI-Core Studio & Delivery team in Singapore. You will own the end-to-end lifecycle from requirements and architecture through testing, deployment, and post-launch iteration.

You will integrate LLM APIs, vector databases and retrieval-augmented generation, manage CI/CD pipelines, containerisation, observability and secure cloud deployment, and collaborate with AI