Location
toronto, on, Canada
Posted
May 29, 2026
Job Description
Join Tata Consultancy Services (TCS) as a Data Migration Specialist focused on cloud technologies like GCP Dataproc and Apache Spark. Be part of a diverse team driving data transformation initiatives.
The role demands hands-on experience with Python for developing ETL pipelines and understanding Salesforce’s data models and APIs thoroughly. Effective collaboration on data migration projects, especially in health sciences, is a strong plus. Awareness of compliance in handling healthcare data is essential for success.
Key Responsibilities:
• Design and manage ETL pipelines using Google Cloud services
• Develop data transformation scripts using Python
• Debug and enhance complex Spark jobs for scalability
• Validate large datasets through robust SQL queries
• Work with complex relationships in data schemas
Requirements:
• Proficient in GCP Dataproc and Apache Spark
• Advanced Python scripting capabilities
...
The role demands hands-on experience with Python for developing ETL pipelines and understanding Salesforce’s data models and APIs thoroughly. Effective collaboration on data migration projects, especially in health sciences, is a strong plus. Awareness of compliance in handling healthcare data is essential for success.
Key Responsibilities:
• Design and manage ETL pipelines using Google Cloud services
• Develop data transformation scripts using Python
• Debug and enhance complex Spark jobs for scalability
• Validate large datasets through robust SQL queries
• Work with complex relationships in data schemas
Requirements:
• Proficient in GCP Dataproc and Apache Spark
• Advanced Python scripting capabilities
...