FinTech AI Engineer: LLM & Automation Leader

Capco (The Capital Market Company Group); Singapore; Sur place; SGD 120 000 - 240 000; Plein temps

Résumé du poste

Capco in Singapore is seeking an experienced AI Engineer to design and deliver AI-driven solutions for the financial services industry. You will build scalable models, pipelines, and intelligent applications that enhance risk assessment, customer queries, and operational efficiency.

Ideal candidates will have hands-on experience with LLMs, RAG, and agent-based systems, plus proficiency in Python, Java, React/Next, and cloud platforms.

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, agent-based and 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 with LLMs (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 Git and Agile methodologies.

Responsabilités

• 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 (e.g., GDPR, CCPA), and ethical AI practices.
• Monitor deployed solutions in production, troubleshooting issues, and implement updates as needed.
• Strong experience delivering production-grade applications, backend services and technical components that support data, workflow, automation or AI-driven solutions.
• Participate in code reviews, agile ceremonies, and CI/CD processes.

Connaissances

AI/ML engineering

LLM & RAG

Software engineering

Python

Java

React/Next

Node.js

LangChain

LangGraph

ADK

AWS

Git

Agile

LLMs

Outils

Docker

Kubernetes

Description du poste

Capco in Singapore is seeking an experienced AI Engineer to design and deliver AI-driven solutions for the financial services industry. You will build scalable models, pipelines, and intelligent applications that enhance risk assessment, customer queries, and operational efficiency.

Ideal candidates will have hands-on experience with LLMs, RAG, and agent-based systems, plus proficiency in Python, Java, React/Next, and cloud platforms.