dbt vs. Informatica Cloud Data Integration

dbt (Data Build Tool) is best suited for doing the data transformation. dbt is just a transformation tool and it is not suitable for building a data pipeline which requires extraction of data and loading. dbt is well suited for SQL based transformation logic and it is less appropriate when transformation logic requires python.

Incentivized

Its best for the people who are less exposed to programming and even Informatica Cloud Data Integration is trying hard to make it less code or no code. They have more than 300+ connection support to third party applications which make them unique in the data and analytics field. They have some bugs in glitch on which they are continuously working.

• user experience makes it easy to work with SQL and version control
• customer success team and the dbt (data build tool) community help establish best practices
• thorough and clear documentation

• Data synchronisation
• Data replication
• Data integration

• Slow load times of the dbt cloud environment (they're working on it via a new UI though)
• More out-of-the-box solutions for managing procedures, functions, etc would be nice to have, but honestly, it's pretty easy to figure out how to adapt dbt macros

Incentivized

• There is a moderately steep learning curve
• Has some idiosyncrasies
• Can be finicky with date formats

Incentivized

dbt is very easy to use. Basically if you can write SQL, you will be able to use dbt to get what you need done. Of course more advanced users with more technical skills can do more things.

Incentivized

There is a learning curve with Informatica. It is not always intuitive to use. It is best suited for technical users such as system administrators

Incentivized

Matillion is graphical versus dbt, which is SQL code-based (that, of course, is a matter of personal preference and not an objective advantage). The integrated testing, documentation generation, lineage, etc., were additional criteria that led us to choose dbt.

Incentivized

We also use Demand Tools from Validity. Demand Tools is a simpler tool and is easier for business users to comprehend. It has less of a learning curve. However, it is not nearly as powerful or feature - rich as Informatica. Also, the scheduled job functionality of Informatica is more robust

Incentivized

• In 3 months we re-wrote the data warehouse (15-20 sources) in dbt with 3 developers.
• We are using it continually for the past year with no issues.
• Sorry, I don't have ROI numbers but the impact was huge.

Incentivized

• Informatica allows our system administrators to perform numerous data tasks without having to engage developers.
• Scheduling functionality is a huge time saver. Email notifications alert us to any errors encountered.
• Reduces duplicate records and manual cleanup

Incentivized