
Jake Welch
ETL Tester
Verifying the data behind the dashboards is right
ETL tester with seven years validating data pipelines and warehouses for a data and analytics company in Sheffield. Tests the layer most QA misses — verifying that ETL processes extract, transform and load data correctly, so the dashboards and reports built on top are actually accurate. Built an ETL-validation test suite that caught transformation errors before they reached production reports. Writes SQL-based test cases, validates source-to-target mappings and transformations, tests data quality and reconciliation, and manages defects with data engineers. Strong on both deep SQL skill and the data understanding the role demands, where a quiet data bug can mislead a whole business. Methodical and protective of data accuracy. Looking for an ETL-tester, data-QA or data-quality role on platforms where the numbers have to be right.
Sheffield Data & Analytics - Sheffield, UK
ETL Tester
Built an ETL-validation test suite that caught the transformation errors well before they reached production.
Write all the SQL-based test cases to verify all the source-to-target mappings and the transformations.
Test all the data quality, the completeness and the reconciliation right across all the pipelines.
Manage and triage all the defects with the data engineers right through to a resolution.
Protect all the data accuracy, where a quiet data bug can mislead the whole business.
Yorkshire Data Systems - Sheffield, UK
QA / Data Tester
Wrote the SQL queries to validate the data and logged defects.
Learned the ETL testing, validation and test design on the job.
Gained the SQL and data-testing certification and then an ETL-tester role.
Yorkshire Data Systems - Sheffield, UK
Data Analyst
Validated the data and the reporting for all of the business teams.
Learned the databases, the SQL and where the data goes wrong.
Then moved into a QA and data-tester role from there.
University of Sheffield
BSc in Computer Science - Computer Science
ISTQB / Industry Training
SQL & Data Testing Certification - Data Testing
ETL Validation Framework
ETL Tester (January 2018 to September 2018)
BI Report Reconciliation
ETL Tester (January 2020 to August 2020)
SQL & Data Testing
ISTQB / Industry Training (May 2017 to Present)
ETL & Data Warehouse Testing
ISTQB (April 2019 to Present)
English (UK)
Native or Bilingual ProficiencyGerman
Limited Working ProficiencyCaught transformation errors
Guards the data
- ETL Testing
- SQL
- Source-to-Target Validation
- Data Quality Testing
- Data Reconciliation
- Test Case Design
- Data Warehousing
- Defect Management
- Transformation Logic
- Data Integrity
- Attention to Detail
- Analytical Thinking
- Methodical Approach
- Persistence
- Communication