Senior Data Engineer

Senior Data Engineer1 We are looking for a highly skilled Senior Data Engineer / Analytics Engineer to support a strategic Salesforce data migration initiative. The role will focus on designing and implementing scalable data pipelines using Snowflake and DBT to extract, transform, standardize, validate, and prepare data for successful migration into the target Salesforce ecosystem. Key Responsibilities Design and implement end-to-end data migration workflows for Salesforce consolidation initiatives Extract large-scale data from Salesforce source systems (SF A) into Snowflake staging environments Build robust DBT models for: Data cleansing Standardization Deduplication Mapping and transformation Business rule implementation Develop reusable and scalable transformation frameworks in DBT Collaborate with business stakeholders and Salesforce teams to understand: Source-to-target mappings Object relationships Data quality expectations Validation requirements Perform data reconciliation and validation between source and target systems Optimize Snowflake performance for large-volume data processing Create audit, error handling, and migration tracking mechanisms Support deployment and migration activities across environments Troubleshoot pipeline failures, transformation issues, and data inconsistencies Ensure data governance, security, and compliance standards are followed throughout the migration lifecycle Document migration logic, transformation rules, and operational procedures Required Skills & Experience Technical Skills Strong hands-on experience with Snowflake and DBT Experience building complex SQL-based transformation pipelines Strong understanding of data warehousing concepts and dimensional modeling Experience working with Salesforce data models and CRM objects Expertise in data migration, ETL/ELT, and data integration patterns Knowledge of incremental loading, CDC, and reconciliation techniques Experience handling large-scale data transformation and validation Strong debugging and performance optimization skills in Snowflake Familiarity with Git/version control and CI/CD practices Preferred Skills Experience with Salesforce APIs, connectors, or bulk data loading utilities Exposure to enterprise acquisition/integration projects Knowledge of master data management and data quality frameworks Experience working in Agile delivery environments Qualifications Bachelor s degree in Computer Science, Information Technology, Engineering, or related field 5+ years of experience in data engineering, analytics engineering, or data migration projects Prior experience in Salesforce migration or consolidation projects is highly preferred Nice to Have Snowflake certifications DBT certification Experience with cloud platforms such as AWS, Azure, or GCP Exposure to ERP/CRM integration programs Disclaimer : This job posting has been aggregated from external source. Role details, content, and availability are subject to change. Applicants are advised to confirm the latest information directly on the company website before applying.