Cloud Data Migration Engineer

6 days ago

Gurgaon, Haryana, India Avigma Tech LLC Full time ₹ 12,00,000 - ₹ 36,00,000 per year


Location:
Chennai or Bangalore (Hybrid)


Client:
Australia-based company


Experience:
7+ years

Are you passionate about solving complex migration challenges across AWS and GCP? We're looking for an experienced
Cloud Data Migration Engineer
who can design, build, and automate large-scale cross-cloud database migrations while ensuring data integrity and performance.

Key Responsibilities:


• Design and develop automation scripts for bi-directional data migration between AWS and GCP platforms.


• Implement data migration strategies involving snapshot export/import, Change Data Capture (CDC), and logical replication.


• Handle schema and data transformations between source and destination databases.


• Develop and orchestrate workflows for the following migration scopes:


• RDS PostgreSQL / Aurora PostgreSQL → Cloud SQL for PostgreSQL / AlloyDB


• Snapshot export/import, CDC via logical replication, schema/data transformation.


• RDS Microsoft SQL Server → Cloud SQL for SQL Server


• Snapshot-based migration (full load) and CDC using native SQL Server replication tools.


• DynamoDB → Cloud Bigtable / Firestore


• Export tables to S3, transform data, and import into appropriate GCP services based on use case.


• Collaborate with data engineers, cloud architects, and DevOps teams to optimize migration pipelines.


• Monitor and troubleshoot migration jobs, ensuring data integrity, consistency, and performance.


• Document technical designs, migration procedures, and automation frameworks.

Required Skills & Qualifications:


• Strong hands-on experience in AWS and GCP cloud platforms.


• Proven expertise in PostgreSQL, Microsoft SQL Server, and NoSQL (DynamoDB, Firestore, Bigtable) databases.


• Experience with data migration tools such as:


• AWS DMS, SCT, native replication tools.


• GCP Database Migration Service, Dataflow, BigQuery Data Transfer Service.


• Proficiency in automation/scripting languages: Python, Bash, Terraform, etc.


• Knowledge of Change Data Capture (CDC) and logical replication mechanisms.


• Understanding of schema design, data modeling, and ETL pipelines.


• Familiarity with snapshot-based backups and restores for RDS and Cloud SQL.


• Strong problem-solving and troubleshooting skills.

Preferred Qualifications:


• Experience with CI/CD pipelines for data operations.


• Familiarity with containerization tools (Docker, Kubernetes).


• Knowledge of data governance and security best practices during migration.


• GCP and AWS certifications are a plus.

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