Artificial Intelligence Stackers - Senior AI / ML Engineer
Redmen Fire Protection
Posted 2 days ago
We are looking for a versatile and driven Full Stack AI/ML Engineer to join our dynamic team focused on building agentic AI systems—AI agents that can plan, reason, act autonomously, and deliver value across various domains.
This is a unique opportunity for a full stack engineer with a passion for AI/ML to work at the intersection of software engineering, machine learning, and agentic AI tooling. You'll contribute to the entire technology stack—from front-end user interfaces to back-end services, ML pipelines, and integration of autonomous agents using state-of-the-art AI frameworks. Location can by Sydney or Central Coast.
Key Responsibilities
● Design, develop, and maintain scalable full stack applications that incorporate AI/ML and agentic systems.
● Build and deploy machine learning models and pipelines into cloud-based, production-ready environments.
● Develop APIs, backend systems, and front-end interfaces that enable interaction with autonomous agents and AI systems.
● Integrate AI agents (LLMs, tool-using agents, planning agents) using frameworks like LangChain, CrewAI, or custom-built agentic architectures.
● Collaborate closely with AI researchers, product managers, and UX designers to deliver seamless AI-driven applications.
● Implement robust data handling, storage, and visualization layers to support agentic workflows.
● Contribute to code reviews, architecture discussions, and knowledge sharing across the engineering team.
● Continuously monitor, evaluate, and improve system performance and user experience.
Required Qualifications
● Bachelor’s Degree or higher in computer science, software engineering, information technology, data science or similar fields
● 3+ years of professional experience in full stack software development.
● Strong backend experience with Python (FastAPI, Django, Flask, etc.) and proficiency in frontend frameworks (React, Next.js, Vue, etc.).
● Solid understanding of machine learning concepts and experience integrating ML models into applications.
● Familiarity with agentic AI frameworks (LangChain, AutoGPT, CrewAI) or demonstrated interest in agentic system design.
● Experience working with RESTful APIs, microservices, and cloud platforms (AWS, GCP, Azure).
● Knowledge of data structures, algorithms, and scalable system design.
● Passion for AI, autonomous agents, and building innovative products.
About Redmen Fire Protection
We are a fire protection and safety services company. From large scale installations of fire prevention, detection and extinguishing systems to the provision of portable fire extinguishers and fire safety products Redmen has you covered.
If you need help with your fire extinguishers, fire blankets, hose reels, hydrants, smoke alarms and detection systems, council certification, equipment training or any other fire safety related issue then we can help.
It has always been our goal to fulfil the safety needs of all of our customers and to aid them in controlling costs associated with all aspects of safety in the workplace. In conjunction with our full service mobile fleet, our qualified engineers perform on-site maintenance for all of your safety needs.
Source: This is an extract from the company's own website.
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