Senior AI Engineer - Enterprise LLM & Agentic AI

ABEAM CONSULTING (SINGAPORE) PTE. LTD.; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

ABeam Consulting (Singapore) PTE. LTD. is seeking an experienced AI Engineer to design, build, and deploy enterprise AI apps and agents, leveraging LLMs, RAG, and agent frameworks.

You will collaborate with business users, implement secure production-grade solutions, and drive evaluation metrics, governance, and observability across Azure OpenAI environments. Strong Python development and API integration skills are essential for delivering POCs to production in a fast-paced setting.

Qualifications

• Strong hands-on experience in AI Engineering, Generative AI, or Agentic AI development.
• Practical experience designing and implementing solutions using LLMs.
• Strong understanding of RAG architecture, including retrieval strategies, embeddings, vector search, hybrid search, reranking, and prompt engineering.
• Hands-on experience with LangChain, LangGraph, or equivalent agent orchestration frameworks.
• Experience designing multi-agent workflows and tool-calling/orchestration architectures.
• Strong programming skills in Python.
• Strong experience developing APIs, backend services, and integrations with enterprise applications.
• Experience developing AI solutions from POC through production deployment.
• Experience integrating AI solutions with structured and unstructured enterprise data sources.
• Understanding of AI application architecture, security, governance, access controls, guardrails, observability, and monitoring.
• Experience defining LLM/agent evaluation methodologies and performance metrics.
• Familiarity with cloud platforms and managed AI services, preferably Azure / Azure OpenAI.
• Experience with Microsoft Copilot and Copilot Studio is mandatory; other platforms are a plus.

Responsibilities

• Work with business users to identify AI use cases and translate requirements into designs.
• Design, develop, test, and deploy enterprise-grade AI applications and agents.
• Develop AI solutions using LLMs, RAG, and agentic frameworks.
• Implement single-agent and multi-agent workflows, including memory, tools, and orchestration.
• Build reusable AI components, tools, connectors, and services for scalable deployments.
• Industrialize POCs into production-ready solutions.
• Ensure security, governance, and observability across AI solutions.
• Collaborate with infra, security, data, and architecture teams for deployment.
• Provide knowledge transfer and technical guidance to client teams.

Skills

AI Engineering

Generative AI

LLMs

Python

Agentic AI

Education

Degree in Computer Science or related discipline

Tools

LangChain

LangGraph

FastAPI

APIs

Job description

ABeam Consulting (Singapore) PTE. LTD. is seeking an experienced AI Engineer to design, build, and deploy enterprise AI apps and agents, leveraging LLMs, RAG, and agent frameworks.

You will collaborate with business users, implement secure production-grade solutions, and drive evaluation metrics, governance, and observability across Azure OpenAI environments. Strong Python development and API integration skills are essential for delivering POCs to production in a fast-paced setting.