
Laura Frederick
ETL Developer
Reliable data pipelines that feed trusted analytics
ETL developer with eight years building the data pipelines and warehouses behind analytics and reporting for enterprises in Munich. Designs and builds the extract, transform and load processes that move data from many sources into clean, reliable, query-ready form. Rebuilt a fragile overnight ETL into a robust, monitored pipeline that cut failures and load times sharply. Works across SQL, Python, ETL tools and cloud data platforms, models data warehouses, handles data quality and performance, and partners with analysts on what they need. Strong on both the engineering rigour and the data understanding the role demands, where a broken pipeline means wrong numbers. Methodical and protective of data quality. Looking for an ETL, data-engineering or BI-developer role with an organisation that runs on its data.
Munich Data Solutions - Munich, Germany
ETL Developer April 2018 to Present 8 years & 4 months
Rebuilt a fragile overnight ETL into a robust, monitored pipeline that cut failures and load times.
Model the data warehouses and build the transformations in SQL, Python and the ETL tools.
Handle all the data quality, the validation and the performance across all the data pipelines.
Monitor all the pipelines and resolve the failures so analytics always has fully trusted data.
Partner with the analysts and the business on the data and the structures they need.
Bavaria Analytics Group - Munich, Germany
BI / Data Developer August 2015 to March 2018 2 years & 8 months
Maintained the data feeds and supported the central data warehouse each day.
Learned the data modelling, ETL tooling and cloud platforms on the job.
Gained the data-engineering certification and then moved into an ETL-developer role.
Bavaria Analytics Group - Munich, Germany
SQL / Database Analyst June 2013 to July 2015 2 years & 2 months
Supported the data quality, the queries and the reporting for teams.
Learned the databases, modelling and how all the data flows together.
Then moved into a full BI and data-developer role from there.
Technical University of Munich
BSc in Computer Science (September 2011 to June 2015)
Microsoft / Snowflake
Data Engineering & Cloud Warehouse Certification (January 2018 to June 2018)
Robust pipeline rebuild
Protective of data quality
Overnight ETL Re-Architecture
ETL Developer (January 2020 to September 2020)
Lakehouse Platform Migration
ETL Developer (January 2020 to October 2020)
Data Engineering & Cloud Warehouse
Microsoft / Snowflake (June 2018 to Present)
SQL, Python & Pipeline Orchestration
Astronomer (April 2019 to Present)
- ETL Development
- SQL
- Python
- Data Warehousing
- Data Modelling
- Cloud Data Platforms
- Data Quality
- Pipeline Monitoring
- Performance Tuning
- ETL Tools