Hybrid AI Solution Architect | Production ML & RAG

Marsh; Singapore; Hybrid; SGD 120,000 - 180,000; Full time

Benefits offered by this job

Hybrid work

Career development

Team collaboration

Job summary

Marsh in Singapore is seeking an experienced AI Engineer to join our Asia Digital team. This hybrid role requires three days in the office weekly as we build production-grade AI-enabled solutions spanning knowledge assistants, document intelligence, and workflow automation.

You will design AI architectures, write Python code, and develop end-to-end pipelines with prompt engineering and retrieval workflows. You’ll collaborate with business, product, engineering, data and architecture teams to

Qualifications

• 4+ years of experience in AI/ML development, data science, or AI engineering.
• Proven hands-on experience deploying AI/ML solutions in production enterprise environments.
• Strong Python proficiency plus at least one additional language (Java, TypeScript, Scala, Go, or similar).
• Hands-on experience with generative AI and LLM-based applications including prompt engineering, fine-tuning, and RAG.
• Familiarity with LLM ecosystems such as OpenAI, Hugging Face, or Anthropic, and vector databases such as Pinecone, Weaviate, or Milvus.
• Demonstrated experience with at least one cloud platform (AWS, Azure, or GCP) for deploying AI solutions.
• Understanding of enterprise security, data governance, and responsible AI principles.

Responsibilities

• Design and architect AI solutions for use cases including knowledge assistants, document intelligence, workflow automation, decision support, and predictive analytics.
• Write clean, maintainable, production-quality code in Python, following best practices and design patterns.
• Develop end-to-end AI pipelines including data preprocessing, model development, prompt engineering, retrieval workflows, and API design.
• Partner with stakeholders to understand requirements, assess feasibility, and translate needs into working AI-enabled solutions.
• Prototype, test, and refine AI models, prompts, and workflows to optimize performance, reliability, and business value.
• Ensure solutions comply with Marsh requirements for security, privacy, governance, and responsible AI practices.

Skills

Python

Other language (Java/TypeScript/Scala/

Education

Master's degree or advanced certification in ML/AI/DS/CS

Tools

OpenAI

Hugging Face

Anthropic

Pinecone

Weaviate

Milvus

AWS

Azure

GCP

Job description

Marsh in Singapore is seeking an experienced AI Engineer to join our Asia Digital team. This hybrid role requires three days in the office weekly as we build production-grade AI-enabled solutions spanning knowledge assistants, document intelligence, and workflow automation.

You will design AI architectures, write Python code, and develop end-to-end pipelines with prompt engineering and retrieval workflows. You’ll collaborate with business, product, engineering, data and architecture teams to