Senior Data Engineer – ServiceNow to Salesforce Data Migration

Key Responsibilities
Analyze and understand ServiceNow and Salesforce data models.
Design end-to-end data migration strategy, mapping, and transformation rules.
Extract, cleanse, transform, and load (ETL/ELT) data from ServiceNow into Salesforce.
Build scalable migration pipelines using tools such as Azure Data Factory, Informatica, Talend, SSIS, Python, or MuleSoft.
Ensure data quality, integrity, reconciliation, and validation during migration.
Handle large-volume data loads using Salesforce Bulk API and related integration mechanisms.
Develop data migration scripts, automation frameworks, and monitoring processes.
Collaborate with business stakeholders, Salesforce architects, and functional teams to validate migrated data.
Manage data security, governance, compliance, and audit requirements.
Troubleshoot migration issues and optimize performance.
Support cutover planning, mock migrations,



and production deployments.

Technical Skills
Solid SQL and database expertise (SQL Server, Oracle, PostgreSQL, etc.).
Experience with ServiceNow tables, CMDB, Incident, Change, Asset, and related modules.
Experience with Salesforce objects, relationships, Data Loader, Bulk API, and Salesforce platform architecture.
ETL/ELT tools and data integration frameworks.
Python, Spark, or other data engineering technologies.
Data profiling, cleansing, and master data management.
Cloud platforms such as Azure, AWS, or GCP.

Preferred Experience
8+ years in data engineering and migration projects.
Multiple large-scale enterprise data migration implementations.
Experience with ServiceNow and Salesforce integrations.
Knowledge of Agile project delivery and DevOps practices.

📌 Senior Data Engineer Kochi
🏢 Milestone Technologies
📍 Kochi