AI Engineer: Scale LLM-powered Insurance Solutions

Capco (The Capital Market Company Group); Singapore; On-site; SGD 110,000 - 190,000; Full time

Job summary

Capco is seeking an AI Engineer to join the Singapore team to build AI-driven solutions for the financial services sector. You will design and implement multi-agent workflows, and develop data pipelines for model training and deployment using Python-based frameworks.

You will collaborate with data scientists and engineers to translate requirements into scalable applications, optimize LLMs for risk assessment and customer queries, and ensure compliance with data privacy standards and regulatory

Qualifications

• 3–12 years of professional experience in AI/ML engineering, with a focus on software development and deployment.
• Build and integrate components for LLM, RAG, search and agent-based automation solutions.
• Strong software engineering experience with Python, Java, React/Next, Node.js.
• Hands-on experience training and fine-tuning neural network models, with a track record of optimizing for performance and scalability.
• Proven expertise working with LLMs (e.g., GPT, BERT) and building agentic solutions using LangChain, LangGraph, or ADK.
• Familiarity with cloud platforms (AWS, Azure, or Google Cloud) for model deployment and data management.
• Solid understanding of ML concepts including supervised/unsupervised learning, evaluation metrics, and bias mitigation.
• Experience with version control systems (e.g., Git) and agile methodologies.
• Excellent problem-solving skills and ability to work in a fast-paced, collaborative environment.

Responsibilities

• Build multi-agent workflows to optimize business processes within insurance.
• Develop and maintain software pipelines for data processing, model training, and deployment using Python-based frameworks.
• Train, fine-tune, and optimize neural network models, including LLMs, for risk assessment and customer query resolution.
• Collaborate with data scientists, engineers, and business stakeholders to translate requirements into production-ready AI applications.
• Ensure AI models adhere to banking regulations, data privacy standards (GDPR, CCPA), and ethical AI practices.
• Monitor deployed solutions in production, troubleshoot issues, and implement updates as needed.
• Participate in code reviews, agile ceremonies, and CI/CD processes.

Skills

AI/ML Eng

LLMs

LangChain

LangGraph

Python

Java

React/Next

Node.js

AWS/Azure/GCP

MLOps

Data processing

Tools

Docker

Kubernetes

Git

Spark

Hadoop

SQL/NoSQL

Job description

Capco is seeking an AI Engineer to join the Singapore team to build AI-driven solutions for the financial services sector. You will design and implement multi-agent workflows, and develop data pipelines for model training and deployment using Python-based frameworks.

You will collaborate with data scientists and engineers to translate requirements into scalable applications, optimize LLMs for risk assessment and customer queries, and ensure compliance with data privacy standards and regulatory