AI Engineer: GenAI & LLM Systems for Production

Mane Consulting; Melbourne; On-site; AUD 120,000 - 170,000; Full time

Job summary

Mane Consulting in Melbourne is seeking an AI Engineer to drive internal data analytics projects and deliver measurable impact across the company.

You will design, develop, and maintain AI systems using modern AI patterns, LLMs, RAG, agents, and AI-enabled decisioning while upholding quality, safety, and operational excellence.

This hands-on role offers opportunities to work with secure, scalable, and responsible AI in a pioneering industry leader.

Qualifications

• 3+ years of experience delivering production AI/ML systems.
• Strong foundation in AI, ML, statistics and analytics.
• Experience building scalable, production‑ready AI apps.
• Practical knowledge of LLMs, prompt engineering, RAG and agents.
• Ability to design AI architectures and integrate with enterprise data platforms.
• Understanding of MLOps/LLMOps, CI/CD, deployment and monitoring.
• Experience with testing, evaluation and reproducible delivery.
• Familiarity with data science environments supporting scalable delivery.

Responsibilities

• Design, develop and implement AI/ML solutions aligned to business needs.
• Build and integrate generative AI and LLM-based applications, including prompts and RAG pipelines.
• Develop custom AI agents with control flow, state management, retries and escalation paths.
• Build inference, orchestration and integration components using modern APIs and cloud services.
• Implement production-grade AI systems with VCS, testing, CI/CD and documentation.
• Design model evaluation and testing approaches for accuracy and reliability.
• Implement controls for AI security, privacy and responsible AI.
• Contribute to AI assurance, risk assessment and governance with technical evidence.
• Collaborate with teams to ensure alignment with enterprise data platforms.

Skills

AI/ML engineering

Production systems

AI fundamentals

LLMs & Generative AI

AI solution architecture

MLOps/LLMOps

CI/CD & deployment

Data platforms

Job description

Mane Consulting in Melbourne is seeking an AI Engineer to drive internal data analytics projects and deliver measurable impact across the company.

You will design, develop, and maintain AI systems using modern AI patterns, LLMs, RAG, agents, and AI-enabled decisioning while upholding quality, safety, and operational excellence.

This hands-on role offers opportunities to work with secure, scalable, and responsible AI in a pioneering industry leader.