Senior AI Engineer & Forward-Deployed Solutions Leader

sagl consulting pte. ltd.; Singapore; On-site; SGD 180,000 - 240,000; Full time

Job summary

SAGL Consulting Pte. Ltd. seeks a Senior AI Engineer / Forward-Deployed Solutions Engineer with 20+ years of delivery experience in regulated industries. You will translate business and clinical requirements into architectures and deploy production-grade AI and full-stack solutions under strict regulatory frameworks.

You will lead AI/LLM development, engage with enterprise stakeholders, and own end-to-end delivery from data governance to observability in cloud environments.

Qualifications

• 10+ years in software engineering and enterprise architecture with hands-on AI/ML delivery.
• Deep expertise in prompt engineering, RAG workflows, LangChain, Claude API, MCP server design.
• Strong skills in Python, Java, Spring Boot, and ReactJS.
• Hands-on AWS (EKS, RDS, S3) and Terraform Infrastructure as Code.
• AWS Certified Solutions Architect – Professional is highly preferred.
• Experience in Banking, FinTech, or Healthcare with MAS/MoH compliance.

Responsibilities

• AI & LLM Application Development: Design and build Retrieval-Augmented Generation (RAG) pipelines, healthcare AI assistants, and grounded generative AI applications using the Claude API, LangChain, and MCP servers.
• Customer-Facing Engineering: Lead requirements discovery, architecture walkthroughs with senior leadership, and proof-of-concept delivery while conducting rigorous trade-off analyses.
• Full-Stack & Cloud Engineering: Deliver production-ready microservices using Python, Java (Spring Boot), and ReactJS, deployed on AWS cloud environments (EKS, Lambda, S3, RDS) utilizing Terraform and robust CI/CD automation (GitLab CI/CD).
• Responsible AI & Compliance: Implement data governance, privacy controls, and access management to ensure all AI model outputs are strictly grounded in authorized source data, meeting high standards of compliance in regulated environments.
• Production Ownership & Observability: Maintain high availability, monitoring, and incident response across complex data and containerized microservices architectures using Prometheus, Grafana, and Datadog/Dynatrace.

Skills

Leadership

Regulatory experience

AI/ML delivery

Tools

Python

Java

Spring Boot

ReactJS

AWS

Terraform

Job description

SAGL Consulting Pte. Ltd. seeks a Senior AI Engineer / Forward-Deployed Solutions Engineer with 20+ years of delivery experience in regulated industries. You will translate business and clinical requirements into architectures and deploy production-grade AI and full-stack solutions under strict regulatory frameworks.

You will lead AI/LLM development, engage with enterprise stakeholders, and own end-to-end delivery from data governance to observability in cloud environments.