ETL Developer Resume Sample

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Laura Frederick

ETL Developer

Reliable data pipelines that feed trusted analytics

github.com/laurafrederick
linkedin.com/in/laura-frederick-data

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.

Work Experience

Munich Data Solutions - Munich, Germany

ETL Developer April 2018 to Present 8 years & 4 months

Design and build the ETL processes that move data from many sources into clean, query-ready form.
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

Built the reports, data extracts and basic ETL for the business teams.
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

Worked as a database analyst writing SQL, reports and data extracts.
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.
Education

Technical University of Munich

BSc in Computer Science (September 2011 to June 2015)

Computer science degree covering databases, programming and data systems, with a placement. The data focus led directly into ETL development. Built the engineering foundation the role requires.

Microsoft / Snowflake

Data Engineering & Cloud Warehouse Certification (January 2018 to June 2018)

Certification in data engineering and cloud data warehousing covering pipelines, modelling and platforms. It formalised the data-engineering toolkit used daily. Applied directly to pipeline and warehouse work.
Highlights

Robust pipeline rebuild

Rebuilt a fragile overnight ETL into a robust, monitored pipeline that cut failures and load times sharply. A reliable pipeline means analytics always has fresh, trusted data each morning.

Protective of data quality

Guards data quality closely, knowing a broken pipeline quietly produces wrong numbers right across the business. Trustworthy data is the entire point of the role.
Overnight ETL Re-Architecture

Overnight ETL Re-Architecture

ETL Developer (January 2020 to September 2020)

Re-architected a fragile overnight ETL into a monitored, parallelised pipeline, redesigning mappings and adding data-quality checks, which cut load times sharply and ended the early-morning failures analysts had relied on.

Lakehouse Platform Migration

ETL Developer (January 2020 to October 2020)

Migrated the on-premise system to a modern lakehouse platform, rebuilding the pipelines and the models so the business got faster queries and far cheaper, more scalable storage.
Activities & Interests
Certifications

Data Engineering & Cloud Warehouse

Microsoft / Snowflake (June 2018 to Present)

Certification in data engineering and cloud data warehousing covering pipelines, modelling and platforms. It formalised the data-engineering toolkit used daily. Applied directly to pipeline and warehouse work.

SQL, Python & Pipeline Orchestration

Astronomer (April 2019 to Present)

Certification in SQL, Python and pipeline orchestration for data engineering. It supports the transformations, scheduling and monitoring built across the ETL pipelines.
Technical Skills
  • ETL Development
  • SQL
  • Python
  • Data Warehousing
  • Data Modelling
  • Cloud Data Platforms
  • Data Quality
  • Pipeline Monitoring
  • Performance Tuning
  • ETL Tools
Langauges

German

Native or Bilingual Proficiency

English

Full Professional Proficiency
Personal Info

Location

Munich, Germany

Nationality

German

Gender

Female

Notice Period

3 months

Date of Birth

1992-09-19
Personal Skills

Analytical Thinking

Attention to Detail

Problem Solving

Reliability

Methodical Approach

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