CareerPlan

Advanced AI Full Stack Engineer

SingaporeFull-time2026-08-04 → 2026-11-12

Core

Design, build, and deploy next-generation AI systems powered by Large Language Models (LLMs) and generative agents across the full stack, from frontend UI to backend logic and ML models.

Role type

Senior AI Full Stack Engineer (LLM & Generative AI)

Builds

AI-driven applications, generative agent systems, and scalable ML infrastructure for enterprise clients.

Domain

Artificial Intelligence, Generative AI, Large Language Models (LLMs), Cloud Services

Deliverable

production ML models

Required skills

LLM fine-tuning, prompt engineering, RAG, multi-model coordination, Python, JavaScript, Java, Spring, GoLang, LangChain, Autogen, LangGraph, Semantic Kernel, AWS/GCP/Azure, CI/CD, distributed training pipelines, model evaluation, system architecture.

Preferred skills

Multimodal foundation model training, Model Context Protocol, Agent-to-Agent protocols, mobile/web application development, value justification frameworks.

Technologies

Python, JavaScript, Java, Spring, GoLang, LangChain, Autogen, LangGraph, Semantic Kernel, OpenAI, Anthropic, AWS, GCP, Azure

Responsibilities

Design and optimize AI prompts and LLM applications; Architect and implement generative agent systems; Develop application and component strategies; Define and optimize AI system architectures; Conduct code reviews and provide technical guidance; Build and maintain scalable ML infrastructure; Apply advanced evaluation methodologies for model robustness and safety.

Seniority

Senior, hands-on IC with team leadership experience