Cloud Data Migration TPM — Databricks & Airflow Lead

Tata Consultancy Services; Irvine (CA); On-site; USD 110,000 - 140,000; Full time

Job summary

Tata Consultancy Services in Irvine, CA seeks a Data Migration Technical Program Manager to lead large-scale data migration and modernization efforts toward cloud-native platforms built on Databricks, dbt, Airflow, and AWS.

The role blends program management with technical leadership, governance, and delivery oversight to ensure successful migration of data, applications, and business processes. Strong cross-functional collaboration is essential.

Qualifications

• Lead end-to-end data migration and modernization programs across multiple business units.
• Establish governance, delivery standards, and project controls.
• Define migration roadmap, milestones, and execution strategy.

Responsibilities

• Lead end-to-end data migration and modernization programs across multiple business units.
• Define migration roadmap, milestones, release plans, and execution strategy.
• Establish governance frameworks, delivery standards, and project controls.
• Manage program budgets, timelines, resources, risks, and dependencies.
• Ensure successful execution of migration waves and cutover activities.
• Drive cross-functional coordination among business, architecture, development, QA, cloud, and operations teams.
• Develop migration strategies for moving data from legacy platforms to AWS-based data architecture.
• Define migration approaches including Lift-and-Shift, Replatforming, Reengineering, Data Modernization.
• Build migration runbooks, cutover plans, rollback procedures, and disaster recovery strategies.
• Conduct migration assessments and readiness reviews.
• Define migration success criteria and acceptance metrics.
• Lead implementation of Databricks-based Data Lakehouse architecture.
• Collaborate with architects to design scalable data platforms.
• Drive migration of ETL/ELT workloads into Databricks.
• Establish performance tuning and optimization standards.
• Review architecture decisions and ensure alignment with standards.
• Oversee creation and migration of business transformation logic into dbt models.
• Ensure lineage tracking and data quality validation.
• Drive adoption of CI/CD for dbt deployments.
• Lead workflow orchestration and scheduling strategies using Apache Airflow.
• Ensure migration of batch and workflow dependencies from legacy schedulers to Airflow.

Skills

Data migration expertise

Program management

Stakeholder management

Cloud architecture understanding

Education

Bachelor's degree in Computer Science or related field

Tools

Databricks

Airflow

dbt

AWS

Job description

Tata Consultancy Services in Irvine, CA seeks a Data Migration Technical Program Manager to lead large-scale data migration and modernization efforts toward cloud-native platforms built on Databricks, dbt, Airflow, and AWS.

The role blends program management with technical leadership, governance, and delivery oversight to ensure successful migration of data, applications, and business processes. Strong cross-functional collaboration is essential.