Production AI Engineer — Legal Tech, End-to-End Agentic

Excolo.; Sydney; Presencial; AUD 140.000 - 210.000; Jornada completa

Descripción de la vacante

Excolo. is seeking an AI Engineer in Sydney to design and ship production AI agents that automate multi-step legal workflows.

You will build architectures for RAG pipelines, orchestration, and state management, and work with legal documents across extraction, classification, and summarisation. You will own end-to-end delivery, from problem definition through deployment and monitoring, balancing cost, latency and quality across providers while collaborating with legal experts to translate

Formación

• Hands-on experience delivering production AI systems, not prototypes.
• Experience designing and running agentic solutions that perform real work.
• Strong knowledge of LLM patterns including RAG, prompts, evaluation, and model APIs.
• Proficiency writing production Python code and deploying with CI/CD pipelines.
• Experience with cloud AI services and scalable deployment practices.
• Familiarity with legal documents and workflows.

Responsabilidades

• Design and ship production AI agents that automate multi-step legal processes end to end.
• Build architecture for RAG pipelines, orchestration, and state management.
• Handle legal documents extraction, classification, summarisation, and structured output.
• Create evaluation frameworks to prove output quality before lawyers review.
• Own end-to-end delivery from problem definition to deployment and monitoring.
• Manage cost, latency and quality trade-offs across model providers.
• Collaborate with legal Subject Matter Experts to translate workflows into product.

Conocimientos

Production AI

Agentic systems

LLM patterns

Prompt engineering

Python

CI/CD

Cloud AI services

Legal industry experience

Herramientas

Python

Cloud CI/CD

Descripción del empleo

Excolo. is seeking an AI Engineer in Sydney to design and ship production AI agents that automate multi-step legal workflows.

You will build architectures for RAG pipelines, orchestration, and state management, and work with legal documents across extraction, classification, and summarisation. You will own end-to-end delivery, from problem definition through deployment and monitoring, balancing cost, latency and quality across providers while collaborating with legal experts to translate