- Ang Mo Kio North-east Region (Singapore) Singapore
Sagl Consulting Hiring! Full Time Senior AI Engineer - Forward-Deployed Solutions Engineer in North-east Region (Singapore), Earn up to SGD 13,500 - Ricebowl
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Job Description
Responsibilities
About the Role
We are looking for an experienced
Senior AI Engineer / Forward-Deployed Solutions Engineer
with over 20 years of robust technical delivery experience in regulated industries (Banking, Capital Markets, Healthcare, and Insurance). You will work directly with enterprise stakeholders to translate ambiguous business and clinical requirements into approved technical architectures, building and deploying production-grade AI and full-stack solutions under strict regulatory frameworks (MAS, MoH, etc.).
Key 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 Model Context Protocol (MCP) servers.
Customer-Facing Engineering:
Lead requirements discovery, architecture walkthroughs with senior leadership, and proof-of-concept (POC) 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.
Required Skills & Qualifications
Experience:
10+ years of software engineering and enterprise architecture experience, with recent hands-on delivery in AI/ML engineering, cloud platforms, and full-stack development.
AI & LLM Stack:
Deep expertise in prompt engineering, RAG workflows, agent orchestration, LangChain, Claude API, and MCP server design.
Programming & Frameworks:
Strong proficiency in
Python, Java, Spring Boot, and ReactJS
.
Cloud & Infrastructure:
Hands-on experience with
AWS
(EKS, RDS, S3, API Gateway) and
Terraform
Infrastructure as Code.
Certifications:
AWS Certified Solutions Architect – Professional (highly preferred).
Domain Knowledge:
Proven track record working within regulated sectors such as Banking, FinTech, or Healthcare (MoH/MAS compliance standards).
SAGL Consulting
was established in year 2016 by group of experienced head-hunters in Singapore. The founders realised the need for an executive search firm with sole focus on technology recruitment and works on the recruitment practices suited for it.
The firm was set up to bring top IT recruiters together who have passion to get the best talents for their clients.The recruitment practice in the firm is designed to create a strong network of technology professionals and leaders.We give utmost importance to keep the candidate information confidential and provide consultancy for career progression.
We use the agile methodology of recruitment and have adopted AI powered solutions for getting the best talents in the market. But always keeping the human touch first to give you true experience of boutique recruitment.
We are looking for an experienced
Senior AI Engineer / Forward-Deployed Solutions Engineer
with over 20 years of robust technical delivery experience in regulated industries (Banking, Capital Markets, Healthcare, and Insurance). You will work directly with enterprise stakeholders to translate ambiguous business and clinical requirements into approved technical architectures, building and deploying production-grade AI and full-stack solutions under strict regulatory frameworks (MAS, MoH, etc.).
Key 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 Model Context Protocol (MCP) servers.
Customer-Facing Engineering:
Lead requirements discovery, architecture walkthroughs with senior leadership, and proof-of-concept (POC) 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.
Required Skills & Qualifications
Experience:
10+ years of software engineering and enterprise architecture experience, with recent hands-on delivery in AI/ML engineering, cloud platforms, and full-stack development.
AI & LLM Stack:
Deep expertise in prompt engineering, RAG workflows, agent orchestration, LangChain, Claude API, and MCP server design.
Programming & Frameworks:
Strong proficiency in
Python, Java, Spring Boot, and ReactJS
.
Cloud & Infrastructure:
Hands-on experience with
AWS
(EKS, RDS, S3, API Gateway) and
Terraform
Infrastructure as Code.
Certifications:
AWS Certified Solutions Architect – Professional (highly preferred).
Domain Knowledge:
Proven track record working within regulated sectors such as Banking, FinTech, or Healthcare (MoH/MAS compliance standards).
SAGL Consulting
was established in year 2016 by group of experienced head-hunters in Singapore. The founders realised the need for an executive search firm with sole focus on technology recruitment and works on the recruitment practices suited for it.
The firm was set up to bring top IT recruiters together who have passion to get the best talents for their clients.The recruitment practice in the firm is designed to create a strong network of technology professionals and leaders.We give utmost importance to keep the candidate information confidential and provide consultancy for career progression.
We use the agile methodology of recruitment and have adopted AI powered solutions for getting the best talents in the market. But always keeping the human touch first to give you true experience of boutique recruitment.
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