In-Demand Architect Jobs in Toorak, Vic

AI Architect - Databricks
Unison Group —Melbourne VIC
- Contract
- Azure
- Master's degree
- SQL
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ServiceNow GRC Architect
Tata Consultancy Services —Melbourne VIC
- Administrative experience
- APIs
Databricks Architect
Unison Group —Melbourne VIC
- Hybrid work
- Azure
- SQL
- AWS
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Endpoint Engineering Architect
Datacom —Melbourne VIC
- Full-time
- Hybrid work
- Azure
- Management
- AWS
- Parental leave
- Employee discount
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Lead AD Architect
Accenture —Melbourne VIC
- Full-time
- Master's degree
- Bachelor's degree
- Parental leave
ServiceNow Engineer/Developer/Architect (AU Citizen only)
Accenture —Melbourne VIC
- Full-time
- Scripting
- Agile
- Communication skills
Sr. Technical Architect
Snowflake —Melbourne VIC
- Full-time
- Management
- Sales
- AI
OCP Networking Architect
TechBiz Global GmbH —Melbourne VIC
- Full-time
- Management
- Doctoral degree
- Master's degree
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Lead Microservices and AI Technical Architect
CYOS Solutions —Melbourne VIC
- $120 - $140 an hour
- Contract
- Hybrid work
- Agile
- AI
- Leadership
Quick Apply
1d
Microservices Engineer and AI Technical Architect - Melbourne
Trideca —Melbourne VIC
- Full-time
- Agile
- AI
- Leadership
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1d

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Architectural Draftsperson
Cadox Building Design Pty Ltd —Lilydale VIC
Excellent salary package offer based on experience and qualifications with opportunities to grow as experience and knowledge improve.
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architect jobs near toorak, vic

AI Architect - Databricks

Unison Group -
Melbourne VIC

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Job Details

Contract

Qualifications

CI/CD
Azure
Law
Deployment
Google Cloud Platform
Master's degree
SQL
AWS
Bachelor's degree
Machine learning
Unity
Solution architecture
AI
Analytics

Full Job Description

We are looking for an experienced AI Architect with strong expertise in Databricks, Data Engineering, Machine Learning, and Cloud-based AI solutions to lead the design and implementation of scalable AI/ML platforms and intelligent data solutions. The ideal candidate will define enterprise AI architecture, drive modern data and AI transformation initiatives, and work closely with business, engineering, and analytics teams to deliver high-impact solutions.

This role requires a strong understanding of end-to-end AI/ML lifecycle, Lakehouse architecture, Databricks ecosystem, and the ability to translate business use cases into production-ready AI solutions.

Key Responsibilities

Design and implement enterprise AI/ML architecture using Databricks Lakehouse Platform.
Define scalable solutions for data ingestion, feature engineering, model training, deployment, monitoring, and governance.
Architect and optimize AI/ML pipelines using Databricks, Spark, Python, SQL, and cloud-native services.
Lead the setup of MLOps / LLMOps frameworks for model lifecycle management, CI/CD, model registry, and automated deployment.
Work with business stakeholders to identify and prioritize AI/ML use cases, including predictive analytics, NLP, recommendation engines, and generative AI.
Build and guide architecture for LLM / Generative AI solutions, including RAG, vector databases, prompt orchestration, and model integration where applicable.
Establish best practices for data quality, security, compliance, observability, scalability, and responsible AI.
Collaborate with Data Engineers, Data Scientists, Product Owners, and Cloud teams to ensure solution alignment with enterprise architecture standards.
Provide technical leadership in selecting AI/ML tools, frameworks, and cloud services aligned to business and platform strategy.
Support architecture reviews, technical design workshops, PoCs, and enterprise AI roadmap planning.

Required Skills & Experience

8- 15 years of experience in Data / AI / Analytics architecture, with strong exposure to enterprise-scale implementations.
Hands-on experience with Databricks including:
- Databricks Lakehouse
- Delta Lake
- Unity Catalog
- MLflow
- Databricks Workflows
- Model Serving / Feature Store (preferred)
Strong programming experience in Python, PySpark, SQL, and AI/ML solution development.
Solid experience in designing and deploying Machine Learning pipelines in production.
Good understanding of MLOps / LLMOps, including model versioning, CI/CD, deployment, monitoring, and governance.
Experience with cloud platforms such as Azure, AWS, or GCP, preferably with Databricks integration.
Familiarity with Generative AI / LLM ecosystems, such as OpenAI, Hugging Face, LangChain, vector stores, embeddings, and RAG architectures.
Strong understanding of data engineering, ETL/ELT, distributed computing, and data platform modernization.
Experience in solution architecture, technical governance, and stakeholder engagement.

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architect jobs in toorak, vic

AI Architect - Databricks

ServiceNow GRC Architect

Databricks Architect

Endpoint Engineering Architect

Lead AD Architect

ServiceNow Engineer/Developer/Architect (AU Citizen only)

Sr. Technical Architect

OCP Networking Architect

Lead Microservices and AI Technical Architect

Microservices Engineer and AI Technical Architect - Melbourne

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