AI Solutions Architect: Automate, Integrate & Scale

User Experience Researchers Pte Ltd; Singapore; On-site; SGD 150,000 - 210,000; Full time

Job summary

User Experience Researchers Pte Ltd seeks an AI Solutions Architect to lead the integration of Generative AI into workflows. Focused on the Application Layer, you will architect tools for intelligent market analysis, automate decision processes, and bridge LLM capabilities with business systems.

Start as an individual contributor with potential to shape the AI strategy. You will design RAG systems, build autonomous AI agents, and connect LLMs to internal databases and APIs, while exploring

Qualifications

• 3+ years of experience in AI application development with focus on LLMs and NLP.
• Experience building AI-powered workflow automation and production-grade AI systems.
• Familiarity with modern AI tooling and vector databases for scalable analytics.

Responsibilities

• Design and deploy RAG frameworks to transform data into actionable insights for traders and risk teams.
• Develop AI agents and autonomous workflows, moving toward human-in-the-loop automation.
• Build and maintain middleware to connect LLMs with internal databases and APIs.
• Evaluate fine-tuning strategies (PEFT/LoRA) for open-source models when needed.
• Develop a technical AI roadmap identifying high-ROI opportunities and scalable production paths.

Skills

LLMs & NLP

Python

Agentic Workflows

RESTful APIs

PEFT/LoRA

Tools

LangChain

LlamaIndex

Haystack

Pinecone

Milvus

Weaviate

Ollama

vLLM

Job description

User Experience Researchers Pte Ltd seeks an AI Solutions Architect to lead the integration of Generative AI into workflows. Focused on the Application Layer, you will architect tools for intelligent market analysis, automate decision processes, and bridge LLM capabilities with business systems.

Start as an individual contributor with potential to shape the AI strategy. You will design RAG systems, build autonomous AI agents, and connect LLMs to internal databases and APIs, while exploring