Data

Drag, Drop, and Transform: Customize Your ETL Without Code

In modern data pipelines, moving data from one system to another is only half the battle—ensuring that data is correctly transformed and structured is just as critical. Enter Airbyte Mappings, a powerful feature that enables seamless column-level transformations and standardization across diverse sources and destinations. This talk explores how Mappings simplify data integration workflows, reduce the need for custom transformation logic, and improve pipeline reliability. We'll discuss common pitfalls in data transformation, the risks of inconsistent mapping definitions, and the benefits of declarative transformations in maintaining clean, structured data. Through real-world examples, attendees will gain actionable insights into how to leverage Airbyte Mappings to enhance data quality, minimize ETL complexity, and accelerate time-to-value in their data ecosystem.

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20 Mar

2:40 pm

2:50 pm PST

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Speaker

Teal Larson

Teal Larson is a Senior Frontend Software Engineer at Airbyte, where she works on the Platform Compose team, making data integration configuration and debugging more accessible and efficient. She specializes in building intuitive UIs that help teams move data seamlessly across platforms. With a background in education, Teal brings a unique perspective to software engineering, emphasizing clarity, usability, and user empowerment. At Airbyte, she has contributed to numerous projects that enhance connection configuration, including Airbyte Mappings, which enables column-level transformations without SQL. Passionate about making data actionable for everyone, she enjoys mentoring, knowledge-sharing, and exploring ways to bridge the gap between data and decision-making. When she’s not at work, Teal is an avid reader and knitter.