Databricks Architect

NTT DATA BUSINESS SOLUTIONS; Bengaluru; On-site; INR 3,000,000 - 6,000,000; Full time

Job summary

NTT DATA BUSINESS SOLUTIONS Bengaluru seeks a Databricks Architect to define target Lakehouse architecture for migration projects, including Unity Catalog governance, RBAC mappings, Delta Lake patterns, and deployment strategies.

You will design Databricks solution patterns for migrated workloads, guide migration tooling and orchestration changes, ensure security, cost awareness, and scalable deployment across environments, and contribute to design docs and handover materials.

Qualifications

• Hands-on architecture experience with Databricks Lakehouse, Unity Catalog, Delta Lake, Databricks SQL, workflow orchestration, RBAC, cloud storage integration, CI/CD, Azure services, Snowflake migration patterns, SQL and Python conversion, data modeling, data governance, and production-grade platform design.
• Experience guiding automated migration tools, reconciliation strategy, and complex workload remediation is preferred.

Responsibilities

• Define the target Databricks Lakehouse architecture for migration projects, including workspace design, Unity Catalog governance, RBAC alignment and Delta Lake patterns.
• Design Databricks solution patterns for migrated workloads, including project structure, environment setup, data organization and governance.
• Define and validate Unity Catalog, RBAC, Azure AD to Databricks mappings, warehouse configuration and domain-level access models.
• Guide Lakebridge calibration, conversion strategy and remediation patterns for complex workloads.
• Provide architectural direction for Python job migration, Airflow DAG updates, Git integration and deployment enablement.
• Review design decisions for scalability, security, cost awareness and alignment with scope.
• Support issue resolution during conversion, validation, reconciliation, deployment and hypercare phases.
• Contribute to migration playbooks, design docs and knowledge transfer materials.

Skills

Databricks Lakehouse

Unity Catalog

Delta Lake

Databricks SQL

Workflow orchestration

RBAC

Cloud storage integration

CI/CD

Azure services

Snowflake migration

SQL conversion

Python conversion

Data modeling

Data governance

Production-grade design

Job description

Job Summary

We are currently seeking a Databricks Architect to join our team in Bangalore.

Responsibilities

• The Databricks Solution Architect will define the target Databricks Lakehouse architecture for the migration, including workspace design, Unity Catalog governance, RBAC alignment, Delta Lake patterns, environment strategy, deployment approach, orchestration integration, and migration standards for converted Snowflake workloads.
• Design Databricks solution patterns for migrated workloads, including project structure, environment setup, data organization, governance, and operational readiness.
• Define and validate Unity Catalog, RBAC, Azure AD to Databricks role mappings, warehouse configuration, and domain-level access models.
• Guide Lakebridge calibration, conversion strategy, exception handling, and manual remediation patterns for unsupported or complex workloads.
• Provide architectural direction for Python job migration, Airflow DAG repointing, Git integration changes, and deployment enablement.
• Review design decisions for scalability, maintainability, security, cost awareness, and alignment with agreed scope boundaries.
• Support technical issue resolution during conversion, validation, reconciliation, deployment, and hypercare phases.
• Contribute to migration playbooks, design documentation, handoff materials, and knowledge transfer sessions.

Required Skills and Experience

• Hands-on architecture experience with Databricks Lakehouse, Unity Catalog, Delta Lake, Databricks SQL, workflow orchestration, RBAC, cloud storage integration, CI/CD, Azure services, Snowflake migration patterns, SQL and Python conversion, data modeling, data governance, and production-grade platform design.
• Experience guiding automated migration tools, reconciliation strategy, and complex workload remediation is preferred.