AI Engineer, Associate — LLM & RAG Solutions

RSM International; Singapore; On-site; SGD 80,000 - 120,000; Full time

Job summary

RSM International is seeking an Associate, AI Engineering to design and test AI solutions, focusing on LLM workflows, RAG pipelines and data pipelines. You will work closely with business users to translate requirements into usable AI features and ensure compliance with governance standards.

The role emphasizes hands‑on development, evaluation, and staying current with ML advances, while integrating AI components into the firm’s central platform.

Qualifications

• Degree in Computer Science, Data Science, Statistics, Mathematics or a related field.
• Around 1-3 years of experience building machine learning or AI solutions; fresh graduates with relevant internships, academic or personal projects welcome to apply.
• Solid foundation in machine learning and model evaluation.
• Working knowledge of Python and SQL, and familiarity with machine learning libraries (e.g. PyTorch, scikit‑learn).
• Hands‑on experience building LLM‑based applications using LLM and agent frameworks (e.g. LangChain/LangGraph), RAG or vector search.
• Exposure to cloud AI services (e.g. Azure OpenAI, Azure AI Search), APIs, Git and CI/CD pipelines is an advantage.
• Good communication skills, attention to detail, and an appreciation of AI risks such as inaccurate outputs and data privacy.

Responsibilities

• AI solution development: Develop and test LLM‑based agentic workflows, retrieval‑augmented generation (RAG) pipelines and ML models for audit and firm processes.
• Evaluation and quality: Build evaluation datasets and tests to measure accuracy and reliability of AI outputs, and support human‑in‑the‑loop review.
• Data pipelines: Build and maintain data pipelines that AI solutions depend on, keeping outputs traceable to their sources.
• Data security and governance: Handle client data in line with data security, confidentiality and responsible AI requirements.
• Collaboration and support: Work with business users to gather requirements and feedback, and integrate AI features into applications.
• Learning and research: Keep up with ML, LLMs and agent frameworks, and share promising ideas with the team.

Skills

Python

SQL

PyTorch

scikit-learn

LangChain

LangGraph

Vector search

APIs

Git

CI/CD

Azure OpenAI

Azure AI Search

Data privacy

Communication

Education

Computer Science / Data Science / Statistics / Mathematics

Tools

LangChain

LangGraph

Azure OpenAI

Azure AI Search

Job description

RSM International is seeking an Associate, AI Engineering to design and test AI solutions, focusing on LLM workflows, RAG pipelines and data pipelines. You will work closely with business users to translate requirements into usable AI features and ensure compliance with governance standards.

The role emphasizes hands‑on development, evaluation, and staying current with ML advances, while integrating AI components into the firm’s central platform.