Data Migration Engineer (Salesforce)

Data Migration Engineer 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 Skills

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...