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EXL

Senior Manager

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Core Technologies

  • DBT (Data Build Tool)
  • Google BigQuery
  • SQL
  • Python
  • PySpark
  • Git

GCP Services

  • BigQuery
  • Cloud Storage
  • Dataproc
  • Cloud Composer (Airflow)
  • Dataflow
  • IAM

SAS Migration & Modernization

  • Analyze existing SAS datasets, ETL jobs, PROC SQL code, and SAS macros.
  • Convert SAS transformation logic into DBT models and cloud-native data pipelines.
  • Support migration of historical and incremental data from SAS platforms to GCP.
  • Participate in migration assessments, code conversion, and reconciliation activities.

Data Engineering & Development

  • Design and develop scalable ELT pipelines using DBT and BigQuery.
  • Build and optimize data ingestion, transformation, and aggregation processes.
  • Develop reusable and modular DBT models following best practices.
  • Implement performance tuning for SQL and BigQuery workloads.
  • Create and maintain data lineage and metadata documentation.

Data Quality & Reconciliation

  • Design and implement data quality validation frameworks.
  • Perform source-to-target reconciliation between SAS and GCP platforms.
  • Investigate and resolve data inconsistencies and migration issues.
  • Support automated testing and monitoring of data pipelines.

Graduate in Computer Science, Data Science, or related field. 6-8 years of experience in data engineering or related field.

Skills

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See also

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