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.

Skills

Solution Architect, Azure Databricks, Machine Learning, Medallion Architecture, MLOps, Data Modeling, OPC UA, IoT