AI Full-Stack Engineer: Build Production AI Apps

Surbana Jurong Group; Singapore; On-site; SGD 150,000 - 230,000; Full time

Job summary

Surbana Jurong Group is seeking an experienced AI software engineer in Singapore to drive design, build, and production delivery of AI-powered applications across core business lines. You will own the full SDLC, integrate LLM APIs and vector databases, and lead CI/CD, containerisation, and cloud deployment.

Collaboration with business teams and AI PMs is essential for success. Applicants should have a track record shipping production software, strong Python skills, and hands-on LLM API

Qualifications

• Track record of shipping production software that users rely on.
• Strong Python proficiency with REST APIs, cloud deployment and containerisation.
• Hands-on experience with LLM APIs (OpenAI, Anthropic, or equivalent) and retrieval/vector databases.
• Solid understanding of software architecture, testing practices, and production operations.

Responsibilities

• Design and build end-to-end AI-powered applications, including retrieval pipelines and LLM orchestration layers.
• Own the full software development lifecycle from requirements to post-launch iteration.
• Integrate LLM APIs, vector databases, and retrieval-augmented generation into production apps.
• 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; document architectural decisions.
• Contribute reusable components and engineering standards to the AI platform.
• Collaborate with business teams and AI PMs, communicating progress and risks to stakeholders.

Skills

Python

REST APIs

Cloud deployment

Containerisation

LLM APIs

Vector databases

Retrieval-augmented

Agentic orchestration

LangChain

LangGraph

AutoGen

React

TypeScript

Software architecture

Testing

Production operations

AWS

Azure

GCP

Tools

LangChain

LangGraph

AutoGen

React

TypeScript

Job description

Surbana Jurong Group is seeking an experienced AI software engineer in Singapore to drive design, build, and production delivery of AI-powered applications across core business lines. You will own the full SDLC, integrate LLM APIs and vector databases, and lead CI/CD, containerisation, and cloud deployment.

Collaboration with business teams and AI PMs is essential for success. Applicants should have a track record shipping production software, strong Python skills, and hands-on LLM API