Solution Architect

Quantzig; Bengaluru; Hybrid; INR 4,500,000 - 6,500,000; Full time

Job summary

Quantzig seeks an experienced Solution Architect to lead Azure Databricks Data & ML Platform initiatives. You will design scalable data platforms, govern data via Unity Catalog, and implement end-to-end ML/MLOps with secure OT-IT integration.

You will guide end-to-end architecture, collaborate with data, ML, DevOps, and OT teams, and ensure client-facing delivery in a hybrid work setup based in Bengaluru.

Qualifications

• 10+ years in Data Platform / Solution Architecture.
• 0
• 5+ years on Azure data platforms.
• Experience with Azure Databricks Lakehouse architecture.
• Experience designing ML/MLOps platforms.
• Experience with Unity Catalog governance.
• Strong client-facing experience.

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 and model stores.
• Lead secure OT-IT / Edge-to-Cloud integration using Docker and OPC UA.
• Lead CI/CD architecture using Azure DevOps and GitHub Actions.
• Optimize platform performance and cost.

Skills

Architectural leadership

Client communication

Azure Databricks

ML/MLOps

Edge-to-Cloud integration

CI/CD

Tools

Azure Databricks Lakehouse

Unity Catalog

Azure DevOps

GitHub Actions

Docker

OPC UA

Job description

Hi Dhairya,

Please find the JD attached let me know your thoughts

About Quantzig:

Quantzig is a global analytics and advisory firm with offices in the US, UK, Canada, China, and India. we have assisted our clients across the globe with end-to-end advanced analytics, visual storyboarding , Machine Learning and data engineering solutions implementation for prudent decision making. We are a rapidly growing organization that is built and operated by high-performance champions

If you have what it takes to be the champion with business and functional skills to take ownership of an entire project end-to-end, help build a team with great work ethic and a drive to learn, you are the one were looking for. The clients love us for our solutioning capability, our enthusiasm and we expect you to be a part of our growth story.

Company Website: https://www.quantzig.com/

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 OT-IT / 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

Azure & Data Platform

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

Edge & Industrial

• OT-IT integration
• Docker, Portainer, RabbitMQ
• OPC UA / PLC
• IDMZ deployment patterns

ML & MLOps

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

Data Architecture

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

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.