Senior Generative AI Architect for LLMs, RAG & Agents

RISKDATA CONSULTING PTE. LTD.; Singapore; On-site; SGD 180,000 - 240,000; Full time

Job summary

RiskData Consulting Pte. Ltd. seeks an experienced Generative AI Engineer / Technical Lead to design and develop enterprise AI solutions focusing on Generative AI, LLMs, RAG, AI agents and financial document intelligence. You will lead AI engineering initiatives, build scalable backend services, and guide the team in deploying LLM-based applications.

You will integrate OpenAI, Claude, Llama, and AWS Bedrock, and own end-to-end development from data ingestion to production-ready AI services.

Qualifications

• Minimum 8 years of software engineering experience, with Generative AI exposure.
• Strong hands-on Python and backend development experience.
• Experience developing RAG, LLM and AI-agent based applications.
• Hands-on with LangChain, LangGraph or equivalent frameworks.
• Strong understanding of vector databases, embeddings and semantic search.
• Experience with Weaviate, Pinecone, Qdrant or similar technologies.
• Experience with OpenAI, Claude, Llama or AWS Bedrock.
• Experience with FastAPI, REST APIs, microservices and scalable backends.
• Knowledge of SQL, PostgreSQL, MongoDB and Redis.
• Experience with AWS, Docker, Kubernetes and CI/CD.
• Knowledge of AI evaluation, prompt engineering, guardrails and security.
• Strong analytical, problem-solving and communication skills.

Responsibilities

• Design and develop Generative AI and RAG-based applications for enterprise use cases.
• Develop AI agents and agentic workflows using LangChain, LangGraph or similar.
• Build retrieval solutions using embeddings, vector databases, semantic search, reranking and contextual retrieval.
• Develop AI-powered solutions for financial document analysis and information extraction.
• Integrate LLM platforms including OpenAI, Claude, Llama and AWS Bedrock.
• Implement AI evaluation, observability and safety mechanisms to improve accuracy.
• Develop backend services and APIs using Python, FastAPI and microservices.
• Work with PostgreSQL, MongoDB, Redis and vector databases.
• Deploy and manage applications using AWS, Docker and Kubernetes.
• Develop CI/CD pipelines and follow best software engineering practices.
• Provide technical guidance and mentorship to engineering teams.
• Collaborate with product teams to translate requirements into scalable AI solutions.

Skills

Python

Generative AI

LLMs

AI agents

LangChain

LangGraph

Vector databases

Embeddings

Weaviate

Pinecone

Qdrant

OpenAI

Claude

Llama

AWS Bedrock

FastAPI

REST APIs

Microservices

SQL

PostgreSQL

MongoDB

Redis

AWS

Docker

Kubernetes

CI/CD

Security

AI evaluation

Prompt engineering

Guardrails

Communication

Problem solving

Tools

LangChain

LangGraph

Weaviate

Pinecone

Qdrant

OpenAI

Claude

Llama

AWS Bedrock

Python

FastAPI

REST APIs

Docker

Kubernetes

PostgreSQL

MongoDB

Redis

AWS

Job description

RiskData Consulting Pte. Ltd. seeks an experienced Generative AI Engineer / Technical Lead to design and develop enterprise AI solutions focusing on Generative AI, LLMs, RAG, AI agents and financial document intelligence. You will lead AI engineering initiatives, build scalable backend services, and guide the team in deploying LLM-based applications.

You will integrate OpenAI, Claude, Llama, and AWS Bedrock, and own end-to-end development from data ingestion to production-ready AI services.