
AI Architect
3 days ago
Rethink Group | Sydney, Australia
About the Role
You will architect, guide the implementation of, and strategically deploy a wide spectrum of sophisticated AI systems. This role demands a synthesis of
deep AI/ML expertise, robust software and platform engineering skills, and creative problem-solving
.
As a
Creative AI Architect
, you will be instrumental in translating complex business requirements into
scalable, reliable, and production-ready AI solutions
. You will thrive on
designing to improve processes and solve challenges
, applying creativity to deliver systems that are both practical and innovative.
About Rethink Group
Rethink Group is a diversified professional services ecosystem operating across property, finance, wealth, renewables, insurance, and legal. With a track record of delivering market-leading outcomes for clients, the Group is defined by its commitment to innovation, performance, and client-first excellence. Our integrated structure enables us to create value well beyond the sum of the individual businesses, positioning Rethink Group as a trusted partner in building sustainable growth and long-term impact.
Key Responsibilities
- Lead the architectural design of
robust and scalable AI systems
, with a focus on
Agentic AI
and emerging approaches. - Design and validate
RAG pipelines, intelligent agents, and modular AI workflows
. - Build
proof-of-concept prototypes
to test and refine architectural decisions. - Define
integration patterns
for AI models, APIs, and data infrastructure across enterprise platforms. - Apply
Responsible AI principles
, embedding ethical guardrails, observability, and governance frameworks into designs. - Collaborate with
AI Engineers and leadership
to translate business needs into
clear technical blueprints
. - Ensure solutions are
cloud-ready, modular, and optimised for performance and scalability
. - Produce
comprehensive design documentation and architectural standards
to guide implementation.
Mandatory Skills & Experience
- Extensive experience designing and deploying
AI/ML systems
in production environments. - Proven expertise across multiple AI architectures:
traditional ML pipelines, deep learning systems, and agentic workflows
. - Strong understanding of
data management strategies
, including feature stores, vector databases, and state management. - Knowledge of
model interpretability, explainability, and guardrail design
. - Expertise in
prompt engineering
and optimising interactions with LLMs and generative AI. - Strong grounding in
security, privacy, and compliance
considerations for AI system design.
Technology & Tools:
- Cloud: AWS, Azure, GCP
- LLMs: OpenAI, Claude, Cohere, open-source (e.g. Mistral, LLaMA)
- Frameworks: LangChain, LlamaIndex, FastAPI
- Data: Pinecone, Weaviate, FAISS, Redis
- DevOps: Docker, Kubernetes, CI/CD, Terraform
- Automation: Zapier, Make, custom scripts (Python)
About You
You will bring a strong foundation in
software engineering and AI system design
, with proven experience in developing and deploying
production-grade AI applications
. You combine
creative and entrepreneurial thinking
with the discipline to design systems that are scalable, reliable, and cost-efficient.
You are comfortable working in a
fast-paced, growth-focused environment
, balancing innovation with pragmatism, and ensuring solutions deliver both
technical excellence and commercial value
.
This role provides the opportunity to contribute directly to
Rethink Group's long-term vision
, helping shape next-generation AI capabilities that drive impact, efficiency, and sustainable growth.
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