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Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Data Engineer - ServiceNow to Salesforce Data Migration - **Company:** Milestone Technologies, Inc. - **Location:** United States - **Experience:** Expert - **Contract:** Permanent contract - **Skills:** Application Programming Interfaces (APIs), Agile Methodology, Amazon Web Services, Microsoft Azure, Cloud Computing, Configuration Management Databases, Customer Data Management, Information Engineering, Data Integration, Extract Transform Load (ETL), Data Migration, Data Profiling, Data Security, DevOps, Python (Programming Language), PostgreSQL, Microsoft SQL Server, Oracle (Applications), Standard Sql, Salesforce.Com, Software Deployment, SQL Server Integration Services, Talend, Google Cloud, Azure Data Factory, Informatica Powercenter, Apache Spark, Data Loader, Data Management, Mulesoft, Servicenow - **Published:** August 5, 2026 - **Apply:** https://www.dice.com/job-detail/e3584839-0ba7-4660-b3d6-48acdd5f7903 ## About the Role * 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 Google Cloud Platform. 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. ## Description * 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. ## Related Videos - [Why make use of an integration platform in today's software developments and infrastructure?](https://www.wearedevelopers.com/videos/758-why-make-use-of-an-integration-platform-in-today-s-software-developments-and-infrastructure) - [From DevOps to Scaled DevOps: How We’re Rebuilding Continuous Delivery as a Platform](https://www.wearedevelopers.com/videos/100018-from-devops-to-scaled-devops-how-we-re-rebuilding-continuous-delivery-as-a-platform) - [From Messy Queries to Scalable Systems - How Data Engineering actually works](https://www.wearedevelopers.com/videos/100203-from-messy-queries-to-scalable-systems-how-data-engineering-actually-works) - [DevOps Maturity Check – a way to balance autonomy and alignment](https://www.wearedevelopers.com/videos/58-devops-maturity-check-a-way-to-balance-autonomy-and-alignment) - [#90DaysOfDevOps - The DevOps Learning Journey](https://www.wearedevelopers.com/videos/548-90daysofdevops-the-devops-learning-journey) - [Modern Data Architectures need Software Engineering](https://www.wearedevelopers.com/videos/1030-modern-data-architectures-need-software-engineering) ## Related Articles - [Highest Paying Tech Companies for Developers](https://www.wearedevelopers.com/magazine/220-highest-paying-tech-companies-for-developers) - [Top Big Data Technologies That You Need to Know](https://www.wearedevelopers.com/magazine/108-top-big-data-technologies-that-you-need-to-know) - [Best Companies to work for in London: Top 25 Companies in 2023](https://www.wearedevelopers.com/magazine/187-best-companies-to-work-for-in-london-top-25-companies-in-2023) - [What Are The Top Skills Required For Azure Developers?](https://www.wearedevelopers.com/magazine/77-what-are-the-top-skills-required-for-azure-developers) - [Making Data Warehouses Fast: A Developer’s Story](https://www.wearedevelopers.com/magazine/107-making-data-warehouses-fast-a-developer-s-story) - [Data Engineer Salary UK](https://www.wearedevelopers.com/magazine/253-data-engineer-salary-uk)