Founding AI Engineer — Production-Grade Multi-Agent Systems

Change Recruitment; Sydney; Hybrid; AUD 180,000 - 230,000; Full time

Benefits offered by this job

Meaningful equity

Sydney-based (hybrid)

Small team, high ownership

Job summary

Change Recruitment is seeking a hands-on engineer to own the AI platform that backs a growing set of businesses. This role emphasizes production-ready systems, with a focus on reliability, scalability, and end-to-end ownership.

You'll design multi-agent workflows, RAG pipelines, knowledge graphs, and eval frameworks, shipping capabilities used by real users. Sydney-based hybrid work, meaningful equity, and a small, high-ownership team await.

Qualifications

• Experience shipping LLM-powered products in production.
• Hands-on with agents, RAG, evals, tool use, structured outputs.
• Understanding context management, retrieval quality, and system evaluation.
• Experience building production-grade architectures and APIs.

Responsibilities

• Build multi-agent systems and production-grade orchestration layers.
• Design RAG pipelines and retrieval infrastructure.
• Create knowledge graphs and context management systems.
• Develop eval frameworks and testing environments.
• Connect models to internal tools, databases, APIs, and workflows.
• Improve latency, reliability, observability, and cost efficiency.
• Ship production systems and learn from usage.

Skills

LLM-powered products

Agents and RAG

Eval frameworks

Software engineering

Cloud infrastructure

Tools

Kubernetes

CI/CD pipelines

Cloud platforms (AWS, GCP)

APIs design

Job description

Change Recruitment is seeking a hands-on engineer to own the AI platform that backs a growing set of businesses. This role emphasizes production-ready systems, with a focus on reliability, scalability, and end-to-end ownership.

You'll design multi-agent workflows, RAG pipelines, knowledge graphs, and eval frameworks, shipping capabilities used by real users. Sydney-based hybrid work, meaningful equity, and a small, high-ownership team await.