Databricks Team Lead

NTT DATA, Inc.; Bengaluru; On-site; INR 1,800,000 - 2,600,000; Full time

Job summary

NTT DATA in Bangalore, Karnataka invites an experienced Databricks Team Lead to drive hands-on migration of Snowflake workloads, implement Databricks SQL and PySpark, and guide the transformation across SIT, QA, PROD readiness and hypercare.

You will operate Lakebridge, analyze conversion patterns and defects, remediate, and ensure deployment verification with CI/CD practices, Airflow workflows, and Git-based development.

Qualifications

• Advanced data engineering experience with Snowflake, Databricks, PySpark, and Delta Lake.

Responsibilities

• Lead hands-on technical migration activities for assigned Snowflake workloads, including discovery, Lakebridge analysis and conversion support, Snowflake SQL remediation, Databricks SQL and PySpark implementation, pipeline conversion, data movement support, reconciliation, and defect resolution across SIT, QA, PROD readiness, and hypercare.
• Operate Lakebridge and support automated code conversion for eligible Snowflake workloads, SQL assets, jobs, and transformation logic.
• Perform discovery of source assets, workload dependencies, job characteristics, and conversion readiness for assigned systems or domains.
• Analyze conversion outputs, identify defects or unsupported patterns, and implement manual remediation where required.
• Support migration of Python jobs for LZ data sourcing and assist with Airflow DAG repointing to Databricks jobs.
• Implement Databricks-aligned data engineering components using approved project structure, coding standards, and deployment practices.
• Support SIT, QA, and PROD readiness through technical validation, defect fixes, reconciliation support, and deployment verification.
• Document conversion patterns, remediation decisions, technical exceptions, and handoff notes for operational support teams.

Skills

Databricks

Snowflake

PySpark

SQL optimization

Python

Delta Lake

workflow orchestration

Airflow

Git-based development

CI/CD concepts

Migration tooling

Debugging

Reconciliation

Tools

Airflow

Git

CI/CD tooling

Delta Lake

Job description

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We are currently seeking a Databricks Team Lead to join our team in Bangalore, Karnātaka (IN-KA), India (IN).

\"Databricks Team Lead will lead hands-on technical migration activities for assigned Snowflake workloads, including discovery, Lakebridge analysis and conversion support, Snowflake SQL remediation, Databricks SQL and PySpark implementation, pipeline conversion, data movement support, reconciliation, and defect resolution across SIT, QA, PROD readiness, and hypercare.

Operate Lakebridge and support automated code conversion for eligible Snowflake workloads, SQL assets, jobs, and transformation logic.

Perform discovery of source assets, workload dependencies, job characteristics, and conversion readiness for assigned systems or domains.

Analyze conversion outputs, identify defects or unsupported patterns, and implement manual remediation where required.

Support migration of Python jobs for LZ data sourcing and assist with Airflow DAG repointing to Databricks jobs.

Implement Databricks-aligned data engineering components using approved project structure, coding standards, and deployment practices.

Support SIT, QA, and PROD readiness through technical validation, defect fixes, reconciliation support, and deployment verification.

Document conversion patterns, remediation decisions, technical exceptions, and handoff notes for operational support teams.

Required Skills and Experience: Advanced data engineering experience with Snowflake, Databricks, Databricks SQL, PySpark, SQL optimization, Python, Delta Lake, workflow orchestration, Airflow, Git-based development, CI/CD concepts, migration tooling, code remediation, debugging, and reconciliation. Experience with Snowflake-specific constructs such as stored procedures, tasks, streams, UDFs, variant data, and access patterns is highly valuable.

About NTT DATA

NTT DATA is a $30 billion business and technology services leader, serving 75% of the Fortune Global 100. We are committed to accelerating client success and positively impacting society through responsible innovation. We are one of the world's leading AI and digital infrastructure providers, with unmatched capabilities in enterprise-scale AI, cloud, security, connectivity, data centers and application services. our consulting and Industry solutions help organizations and society move confidently and sustainably into the digital future. As a Global Top Employer, we have experts in more than 50 countries. We also offer clients access to a robust ecosystem of innovation centers as well as established and start-up partners.NTT DATA is a part of NTT Group, which invests over $3 billion each year in R&D.

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