Generative AI / Agentic AI Engineer / Python

Avensys is a reputed global IT professional services company headquartered in Singapore. Our service spectrum includes enterprise solution consulting, business intelligence, business process automation and managed services. Given our decade of success, we have evolved to become one of the top trusted providers in Singapore and service a client base across banking and financial services, insurance, information technology, healthcare, retail and supply chain

Job Description

We are looking for a highly skilled Generative AI / Agentic AI Engineer to design, develop, integrate, and deploy production-grade AI applications and intelligent agent-based solutions. The ideal candidate should have strong experience in Python, LangChain, LangGraph, RAG, Agentic Workflows, Prompt Engineering, MCP, Azure AI services, Microsoft Teams Bot Development, and REST API integration .

The candidate will be responsible for building scalable AI solutions that leverage Large Language Models (LLMs), Retrieval-Augmented Generation, vector databases, AI agents, workflow orchestration, and enterprise integrations.

Experience: 5+ years overall, with strong hands-on experience in Python, GenAI, LLMs, and AI Agent development.

Key Responsibilities

Design and develop Generative AI and Agentic AI applications using Python and modern LLM frameworks.

Build intelligent AI agents and multi-agent workflows using LangChain and LangGraph .

Develop agentic workflows for task automation, reasoning, decision-making, tool calling, and enterprise process orchestration.

Implement RAG (Retrieval-Augmented Generation) pipelines for enterprise knowledge retrieval and contextual responses.

Work with Azure AI Search and vector databases to design scalable semantic and vector search solutions.

Develop and optimize prompt engineering strategies , including structured prompts, system prompts, few-shot prompting, and prompt templates.

Implement MCP (Model Context Protocol) integrations to connect AI agents with enterprise tools, APIs, data sources, and external services.

Develop Microsoft Teams Bots and conversational AI solutions integrated with enterprise applications.

Design interactive Adaptive Cards for Microsoft Teams and other conversational interfaces.

Integrate AI solutions with enterprise applications using REST APIs and third-party APIs .

Develop workflow orchestration mechanisms for complex AI-agent tasks and business processes.

Build reusable tools, functions, APIs, and services that can be consumed by AI agents.

Develop AI applications using TypeScript, Node.js, and JavaScript where required.

Deploy AI solutions into production Azure environments , ensuring scalability, reliability, security, and performance.

Monitor and troubleshoot production AI applications, APIs, agents, and workflows.

Work closely with product owners, architects, developers, and business stakeholders to translate business requirements into AI solutions.

Evaluate LLM performance, response quality, latency, cost, and reliability.

Implement appropriate security, authentication, authorization, logging, monitoring, and responsible AI practices.

Continuously evaluate emerging GenAI, Agentic AI, LLM, and AI orchestration technologies and recommend improvements.

Required Technical Skills

Programming

Python – strong hands-on development experience

TypeScript

Node.js

JavaScript

REST API development and integration

Generative AI / LLM

Generative AI / LLM application development

Prompt Engineering

LLM integration and orchestration

Function/tool calling

Structured outputs

AI Agent development

Agentic AI

LangChain

LangGraph

Agentic Workflows

Multi-agent architectures

Tool-based agents

Workflow orchestration

MCP (Model Context Protocol)

RAG & Search

Retrieval-Augmented Generation (RAG)

Azure AI Search

Vector databases

Embeddings

Semantic search

Hybrid search

Chunking and document-processing strategies

Knowledge retrieval pipelines

Microsoft / Azure

Azure AI services

Azure OpenAI

Azure AI Search

Microsoft Teams Bot Development

Adaptive Cards

Microsoft Bot Framework / conversational AI

Azure deployment and integration

Good to Have

Experience with Azure Functions, Azure App Service, Azure Container Apps, or AKS

Docker and containerized AI applications

CI/CD and DevOps practices

Git/GitHub/Azure DevOps

Experience with authentication such as OAuth 2.0 / Microsoft Entra ID

Experience integrating enterprise systems and databases

Experience with observability, logging, monitoring, and AI application evaluation

Understanding of LLM security, hallucination mitigation, and responsible AI

Experience working with Agile/Scrum teams

Key Deliverables

Production-ready AI Agents and Agentic Workflows

Enterprise-grade RAG solutions

LangChain/LangGraph-based AI applications

MCP-based tool and system integrations

Microsoft Teams conversational AI/Bots

Adaptive Card-based interactive experiences

Azure AI Search and vector-search solutions

REST API and enterprise application integrations

Scalable and secure production AI deployments

WHAT'S ON OFFER

You will be remunerated with an excellent base salary and entitled to attractive company benefits. Additionally, you will get the opportunity to enjoy a fun and collaborative work environment, alongside a strong career progression.

To submit your application, please apply online or email your UPDATED CV to [HIDDEN TEXT] or Whatsapp : 6567619833,

Your interest will be treated with strict confidentiality.

CONSULTANT DETAILS:

Consultant Name : Ashwak Ahmed S

Avensys Consulting Pte Ltd

EA Licence 12C5759

Privacy Statement: Data collected will be used for recruitment purposes only. Personal data provided will be used strictly in accordance with the relevant data protection law and Avensys' privacy policy.