EXL Service
From EXL Service's careers page
Status: listed on the employer's own careers page when we last checked (daily). Confirm on their site before applying.
Data Engineering
SQL
Data Warehousing Concepts
ETL/ELT Development
Data Validation and Reconciliation
Data Pipeline Development
Cloud Technologies
Google Cloud Platform (GCP)
BigQuery
Cloud Storage
Cloud Composer (Airflow)
Development Tools
DBT (Data Build Tool)
Git/GitHub
Python (Basic to Intermediate)
SAS Knowledge
Understanding of SAS datasets
PROC SQL
SAS ETL concepts
SAS code analysis
Data Modeling Understanding
Star Schema
Dimension and Fact Tables
Source-to-Target Mapping
Data Lineage Concepts
Manage data engineering projects. Provide strategic guidance. Oversee data engineering team. Ensure continuous improvement of data processes.
SAS Migration Support
Analyze SAS programs, PROC SQL code, and SAS datasets.
Assist in converting SAS transformation logic into DBT models and SQL transformations.
Support migration of data from legacy SAS environments to GCP.
Participate in code conversion, testing, and reconciliation activities.
Data Pipeline Development
Develop and maintain ELT pipelines using DBT and BigQuery.
Build reusable transformation models following DBT best practices.
Implement data ingestion and processing workflows.
Support batch and incremental data processing requirements.
Data Transformation & Modeling
Develop SQL-based transformations for Bronze, Silver, and Gold layers.
Implement business rules and data quality validations.
Support dimensional models, fact tables, and dimension tables.
Assist Data Modelers and Architects in implementing target-state data models.
Data Quality & Testing
Perform source-to-target validation and reconciliation.
Support automated testing using DBT tests.
Investigate and resolve data quality issues.
Ensure completeness, accuracy, and consistency of migrated data.
GCP Development
BigQuery
Cloud Storage
Dataproc
Cloud Composer (Airflow)
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