Quantzig - Solution Architect - Azure & Data Platform

Solution Architect Azure Databricks Data & ML Platform

Experience : 10 Years

Location : Bangalore

Mode : Hybrid / Client-facing

Role Overview :

We are seeking an experienced Solution Architect with strong expertise in Azure Databricks, enterprise data platforms, Edge-to-Cloud integration, and MLOps to design scalable, secure, and governed solutions across industrial and analytics ecosystems.

Key Responsibilities :

• Architect integrated Edge, Cloud, Data & ML solutions.
• Design Azure Databricks Lakehouse and Medallion architectures.
• Implement Unity Catalog governance, access control, metadata and lineage.
• Architect end-to-end ML/MLOps platforms including Feature Store, Model Store, training, deployment and monitoring.
• Design secure OTIT / Edge-to-Cloud integration using Docker, RabbitMQ and OPC UA.
• Architect near real-time telemetry and ML monitoring solutions.
• Lead CI/CD architecture using Azure DevOps and GitHub Actions.
• Optimize platform performance, scalability, reliability and cost.

Technical Expertise :

1. Azure & Data Platform :

• Azure Databricks, ADLS, ADF
• Unity Catalog
• Azure Event Hub, Stream Analytics
• Azure IoT Hub, Key Vault, ACR, App Service

2. Edge & Industrial :

• OTIT integration
• Docker, Portainer, RabbitMQ
• OPC UA / PLC
• IDMZ deployment patterns

3. ML & MLOps :

• Feature engineering, training, validation and deployment
• Feature Store / Model Store
• Model versioning and monitoring
• Cloud & Edge inference
• Azure Databricks ML

4. Data Architecture :

• Medallion Architecture : Raw Bronze Silver Gold
• CDC / SAP ingestion
• API-based and streaming ingestion
• Enterprise data modeling

5. DevOps :

• Azure DevOps
• GitHub Actions
• GitHub Self-hosted Runners
• CI/CD automation

Required Qualifications :

• 10 years in Data Platform / Solution Architecture.
• 5 years on Azure data platforms.
• Strong Azure Databricks Lakehouse architecture experience.
• Experience designing ML/MLOps platforms.
• Experience with Unity Catalog governance.
• Proven industrial / Edge-to-Cloud integration experience.
• Strong enterprise stakeholder and client-facing experience.

Preferred Qualifications :

• Industrial / Manufacturing analytics experience.
• IoT telemetry and streaming architecture.
• SAP CDC ingestion experience.
• OPC UA / PLC integration.
• Consulting / enterprise program experience.

Soft Skills :

• Strong architectural leadership.
• Excellent client communication.
• Ability to translate business requirements into technical architecture.
• Cross-team collaboration across Data, ML, DevOps and OT.
• Multi-vendor enterprise delivery experience.