Data Engineer - ServiceNow to Salesforce Data Migration

• 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.

• 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.

Estimated Pay Range:

Exact compensation and offers of employment are dependent on circumstances of each case and will be determined based on job-related knowledge, skills, experience, licenses or certifications, and location.

Our Commitment to Diversity & Inclusion

At Milestone we strive to create a workplace that reflects the communities we serve and work with, where we all feel empowered to bring our full, authentic selves to work. We know creating a diverse and inclusive culture that champions equity and belonging is not only the right thing to do for our employees but is also critical to our continued success.

Milestone Technologies provides equal employment opportunity for all applicants and employees. All qualified applicants will receive consideration for employment and will not be discriminated against on the basis of race, color, religion, gender, gender identity, marital status, age, disability, veteran status, sexual orientation, national origin, or any other category protected by applicable federal and state law, or local ordinance. Milestone also makes reasonable accommodations for disabled applicants and employees.

We welcome the unique background, culture, experiences, knowledge, innovation, self-expression and perspectives you can bring to our global community. Our recruitment team is looking forward to meeting you.

Milestone Technologies is a global IT managed services firm that partners with organizations to scale their technology, infrastructure and services to drive specific business outcomes such as digital transformation, innovation, and operational agility. Milestone is focused on building an employee-first, performance-based culture and for over 25 years, we have a demonstrated 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.

Our seasoned professionals deliver services based on Milestone’s best practices and service delivery framework. By leveraging our vast knowledge base to execute initiatives, we deliver both short-term and long-term value to our clients and apply continuous service improvement to deliver transformational benefits to IT. With Intelligent Automation, Milestone helps businesses further accelerate their IT transformation. The result is a sharper focus on business objectives and a dramatic improvement in employee productivity. Through our key technology partnerships and our people-first approach, Milestone continues to deliver industry-leading innovation to our clients. With more than 3,000 employees serving over 200 companies worldwide, we are following our mission of revolutionizing the way IT is deployed.