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The National University of Singapore's Asian Institute of Digital Finance (AIDF) is seeking a Research Engineer to develop AI systems for financial intelligence, particularly focusing on LLM-based information retrieval systems. Ideal candidates will possess strong data engineering skills and an interest in applied AI research, contributing to scalable data infrastructure and innovative financial technologies.
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Job Summary
The role focuses on building next-generation AI systems for financial intelligence, specifically transitioning from prototype to production.
Candidates will develop scalable data pipelines and optimize retrieval-augmented generation (RAG) pipelines using advanced techniques like Graph RAG.
This position offers a unique opportunity to combine research, engineering, and productization within the Asian Institute of Digital Finance at NUS.
Matching Summary
Match Score: 75
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The National University of Singapore's Asian Institute of Digital Finance (AIDF) is seeking a Research Engineer to develop AI systems for financial intelligence, particularly focusing on LLM-based information retrieval systems. Ideal candidates will possess strong data engineering skills and an interest in applied AI research, contributing to scalable data infrastructure and innovative financial technologies.
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Skills & Requirements
Must-have
Python programming proficiency
Backend development frameworks
Relational and non-relational databases
RESTful API design and implementation
Data structures and algorithms
Nice-to-have
LLM applications experience
Vector database knowledge
Knowledge Graph construction
Cloud platform familiarity
Applied AI research interest
Key Requirements
Background in Computer Science or Engineering
Proficiency in Python, Java, or Go
Experience with backend frameworks like FastAPI or Django