GCP Data Migration Engineer – PySpark & Salesforce Data Migration

GCP Data Migration Engineer PySpark & Salesforce Data Migration Required Skills & Experience: Must Have (4-5 years minimum): Strong hands-on experience with GCP Dataproc and Apache Spark (PySpark preferred) Python scripting for custom data transformations and business logic Proficiency in BigQuery (SQL, table design, partitioning, optimization) Experience building ETL pipelines in GCP ecosystem Solid understanding of Salesforce data model and Salesforce APIs (Bulk API, REST API) Experience with GCS for file handling and cloud storage patterns Preferred: Exposure to GitLab CI/CD (understanding pipeline YAML, not building from scratch) Prior Salesforce data migration projects (especially Health Cloud or Life Sciences Cloud) Knowledge of DLP implementation and PII handling best practices Healthcare data compliance knowledge (PIPEDA, HIPAA) Technical Depth: Ability to debug complex Spark jobs and resolve memory/performance issues Strong SQL skills for data validation and recon...