Data Architect – AI, Machine Learning & Agentic AI (Melbourne)

Data Architect – AI, Machine Learning & Agentic AI (Melbourne)

02 Aug
|
InfoCentric
|
Melbourne

02 Aug

InfoCentric

Melbourne

InfoCentric is one of the largest Australian-owned specialist Data Consultancies, specialising in Cloud Data Platforms, Analytics and AI. At InfoCentric, we deliver leading solutions in Data Strategy and Advisory, Cloud Data Platforms, Artificial Intelligence, GenAI, and Business Analytics and Insights to Australia’s largest organisations.

About the Role

We're seeking an experienced Data Architect with a strong background in Machine Learning, AI architecture, and contemporary Azure technologies to join a high-performing team delivering creative AI solutions across a large enterprise environment. This role is focused on designing and architecting next-generation AI and machine learning platforms, with a particular emphasis on Agentic AI, ML optimisation, and intelligent edge solutions. You'll work closely with data scientists, ML engineers, software developers, and business stakeholders to deliver scalable, secure, and production-ready AI capabilities. This is an exciting prospect for someone who enjoys solving complex business problems using modern AI technologies and has experience bridging data architecture, machine learning, and application development.

Responsibilities

- Design and architect scalable AI, machine learning, and data solutions on Microsoft Azure.
- Lead the architecture and implementation of Agentic AI solutions using Microsoft's AI ecosystem.
- Develop secure, scalable, and production-ready AI platforms and ML workflows.
- Design data architectures that support AI model training, deployment, inference, and governance.
- Collaborate with Data Scientists and ML Engineers to optimise machine learning models for production environments.
- Drive ML optimisation initiatives across areas such as product range optimisation and space optimisation.
- Contribute to AI solutions focused on loss prevention, including computer vision and facial recognition leveraging intelligent edge technologies.




- Design architectures that utilise short-term and long-term memory patterns for AI agents.
- Ensure AI platforms meet enterprise standards for security, scalability, governance, and operational excellence.
- Work closely with application development teams to integrate AI capabilities into business applications.
- Provide technical leadership and architectural guidance across AI and data initiatives.

Required Skills

- Proven experience as a Data Architect, AI Architect, Machine Learning Architect, or similar role.
- Strong experience designing AI and machine learning solutions.
- Hands-on experience with:
- Microsoft Agent Framework
- Redis
- Proven experience of MLOps, AI deployment, model lifecycle management, and production AI systems.
- Experience working with REST APIs and integrating AI capabilities into enterprise applications.
- Strong stakeholder engagement and solution design skills.
- Must have experience working on large complex data platforms or data warehousing projects.

Preferred Skills

- Experience with Agentic AI architectures and autonomous AI agents.
- Experience designing AI memory architectures using Redis and Cosmos DB for short-term and long-term memory.
- Experience in ML optimisation, including areas such as range optimisation and space optimisation.
- Experience developing computer vision or facial recognition solutions.
- Exposure to intelligent edge technologies.
- Previous software or application development experience,



with the ability to work across both AI and application architecture.
- Experience working within large enterprise or retail environments.

About Us

At InfoCentric, our employees are the heart of our business. We have had many employees start their careers with us and grow into positions of responsibility. We are at the forefront of Data Platforms, Analytics and AI, driving innovation and delivering smart solutions for our clients.

Our Core Values Reflect What's Important To Us

- We'll cover the cost of your training and certifications in the latest tools and technologies, including AWS, Azure, Snowflake, and AI
- You'll work with industry leaders and gain experience in complex Data Platforms and AI projects from the start
- You'll gain mentorship and collaboration from industry leaders

Thrive Together & Embrace Diversity

- Receive genuine recognition for work and valued behaviour
- Regular social events to connect. Previous events include private cinema screenings, bubble soccer, minigolf, bowling, and social drinks
- Be part of embracing and celebrating team diversity
- Work alongside and collaborate with experienced technical professionals in Data Platforms, AI, and GenAI

Think Big Picture

- Work flexibly to balance family, life, and career
- Create impact and positive change for the team and business
- Drive process improvement and innovation
- Contribute to shaping the future of enterprise data and AI platforms

To find out more, check out our LinkedIn Life Page or

Applications

Due to the high volume of applications we receive, we will contact you if you are successful. We thank you for your interest in InfoCentric and for working with us. If you're unsuccessful for this role, we will keep your details and reach out to you regarding any suitable opportunities in the future.

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📌 Data Architect – AI, Machine Learning & Agentic AI (Melbourne)
🏢 InfoCentric
📍 Melbourne

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