Milestone Technologies, Inc.

Senior Data Engineer

Milestone Technologies, Inc.  •  Kochi, JP (Onsite)  •  11 days ago
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Job Description

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

  • Strong 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.
Milestone Technologies, Inc.

About Milestone Technologies, Inc.

Milestone Technologies is a global IT Services and Digital Solutions company based in Silicon Valley that helps hundreds of leading corporations deliver technology around the globe.

We work with the world’s leading companies to deliver services and technologies at scale, accelerate digital operations, develop innovative applications, and drive efficiencies throughout their organization.

Milestone is focused on building an employee-first, performance-based culture, and for over 25 years, we have demonstrated a history of supporting category-defining enterprise clients that are growing ahead of the market. The company specializes in providing solutions across Application Services and Consulting, Digital Product Engineering, Digital Workplace Services, Private Cloud Services, AI/Automation, and ServiceNow.

Milestone culture is built to provide a collaborative, inclusive environment that supports employees and empowers them to reach their full potential.

Follow us on:

Facebook: https://www.facebook.com/MilestoneTechnologiesInc

Twitter: https://twitter.com/MilestoneTech

Blog: https://milestone.tech/blog/

Industry
IT & Software
Company Size
1,001-5,000 employees
Headquarters
Fremont, California
Year Founded
1997
Website
milestone.tech
Social Media