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Carlos

Data Engineer

Location

Colombia

7

YEARS OF

EXPERIENCE

I am a Data Engineer with 7 years of experience designing and building scalable data pipelines, automating ETL processes, and supporting analytics and data science teams with clean, reliable datasets. My work focuses on optimizing data infrastructure for performance and scalability, ensuring data integrity, and enabling actionable insights. I thrive on solving complex data problems, integrating diverse sources, and collaborating with cross-functional teams to deliver value through data.

Main Skills

Accounts Receivable

ASPEL

Balancing Accounts

Cash flows

Cash Management

External Audit

Python
SQL
Apache Airflow
Google BigQuery
Snowflake
ETL/ELT - CI/CD

Work Experience

Work Experience

Senior Data Engineer (2021 – Present)
→ Designed and maintained data pipelines for streaming and batch processing using Apache Spark and Airflow.
→ Built and optimized data lake architecture to support machine learning and BI use cases.
→ Led the migration from legacy on-prem systems to a modern cloud data platform (AWS).
→ Created data quality monitoring frameworks and implemented automated anomaly detection.
→ Mentored junior engineers and collaborated with analytics teams to ensure business alignment.

Data Engineer (2018 – 2021)
→ Developed ETL pipelines using Python and SQL to process high-volume transactional data.
→ Automated data ingestion from external APIs and internal services to data warehouses.
→ Implemented version control and CI/CD pipelines for data engineering workflows.
→ Worked closely with data scientists to provision and transform datasets for model training.

Junior Data Engineer (2016 – 2018)
→ Assisted in building foundational data models and schemas in Redshift and BigQuery.
→ Wrote data transformation scripts and maintained data dictionaries and documentation.
→ Supported reporting automation and created data extracts for operational dashboards.
→ Participated in team code reviews and contributed to improving pipeline reliability.

Education


Bachelor’s Degree in Computer Science and Data Systems (2012 – 2016)

Education

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