Unison Group New Zealand
Singapore / Global
Singapore / Global
Role Overview
We are seeking an experienced
AI Developer
to design and build
AI agents, Generative AI solutions, and intelligent automation systems
that support advanced manufacturing and complex technical processes.
This role involves working closely with
PhD-level domain experts and technical specialists
to understand scientific and industrial challenges, map complex workflows, and transform domain knowledge into scalable AI-driven solutions using the
Microsoft Azure AI ecosystem
.
The ideal candidate should have strong programming skills in
Python
, hands-on experience with
LLM-based applications, RAG pipelines, AI agents, and Azure AI services
, along with the ability to bridge the gap between technical domain expertise and AI engineering.
Key Responsibilities
Design, develop, and deploy AI agents and end-to-end Generative AI solutions for complex manufacturing and technical use cases.
Collaborate with domain experts, engineers, and researchers to understand business/scientific challenges and translate them into AI-driven solutions.
Analyze, document, and map complex technical processes into structured AI workflows and intelligent automation systems.
Build and integrate solutions using Azure AI services, including:
Azure OpenAI Service
Azure AI Foundry
Azure Machine Learning
Azure Cognitive Services
Develop LLM-powered applications, including:
Retrieval-Augmented Generation (RAG) pipelines
AI agents
Tool-calling workflows
Knowledge-based automation systems
Design prompt engineering strategies and optimize AI model performance.
Develop orchestration workflows using AI frameworks and agent-based architectures.
Deploy, monitor, maintain, and optimize AI solutions in production environments.
Implement security, governance, monitoring, and responsible AI practices.
Collaborate with engineering and DevOps teams for AI solution deployment and lifecycle management.
Required Skills & Experience
Bachelor's degree in Computer Science, Engineering, Artificial Intelligence, Data Science, or related field.
Strong programming experience in Python.
Hands-on experience with Microsoft Azure AI ecosystem, including:
Azure OpenAI
Azure AI Foundry / Azure Machine Learning
Azure Cognitive Services
Experience building Generative AI applications using Large Language Models (LLMs).
Practical experience developing:
AI Agents
RAG-based applications
LLM workflows
AI-powered automation solutions
Strong understanding of AI concepts, machine learning workflows, and NLP technologies.
Experience with AI orchestration frameworks such as:
LangChain
Microsoft Semantic Kernel
Similar agent orchestration frameworks
Ability to collaborate with technical experts and convert complex domain knowledge into AI solutions.
Strong analytical skills with experience in process mapping and workflow optimization.
Understanding of MLOps concepts and AI model deployment practices
Singapore / Global
Singapore / Global
Singapore / Global
Singapore / Global
Singapore / Global
Singapore / Global