AI Solutions Architect — ML in Production, Hybrid (Sydney)

Fitzgerald Jenkins Recruitment; Sydney; Hybrid; AUD 150,000 - 200,000; Full time

Job summary

Boutique Financial Markets trading firm seeks an AI Solutions Architect for their Sydney CBD office (3-4 days in the office, 1-2 days from home). The role emphasizes leadership, collaboration and building agentic AI features from data to deployment within a tight, in-person focused team.

You’ll guide ML lifecycle, work across product, design and engineering, and own technical design while solving ambiguous problems with creativity and rigour.

Qualifications

• 5+ years of professional software engineering experience with at least one ML/LLM feature shipped to production.
• Experience with ML lifecycle: feature engineering, training, evaluation, and production tooling (MLOps).
• Hands-on exposure to LLM-based or agentic systems and the trade-offs in memory and context design.

Responsibilities

• Ship ML/agentic features from feature engineering to deployment and monitoring.
• Build agentic workflows: LLM selection, tool use, memory, context management, evaluation and guardrails.
• Develop and maintain APIs and integrations exposing capabilities to the platform.
• Use AI coding tools, write clean code, participate in code reviews and design with senior engineers.
• Translate business needs into technical requirements and tackle ambiguous problems with creativity and rigour.

Skills

Python

SQL

LLM/Agentic systems

ML Ops

AWS data services

APIs

Team collaboration

Education

Bachelor's degree in Computer Science or Machine Learning

Tools

Git

Docker

API design

Cloud services (AWS)

Job description

Boutique Financial Markets trading firm seeks an AI Solutions Architect for their Sydney CBD office (3-4 days in the office, 1-2 days from home). The role emphasizes leadership, collaboration and building agentic AI features from data to deployment within a tight, in-person focused team.

You’ll guide ML lifecycle, work across product, design and engineering, and own technical design while solving ambiguous problems with creativity and rigour.