Techniques for converting a data integration job from one framework to a target are disclosed herein. A conversion tool receives a data integration job comprising a plurality of components. Each component performs an assigned task. The first data integration job is of a given framework. The conversion tool receives a request to convert the data integration job to a data integration job of a target framework. In response to the request, the conversion tool converts the data integration job by determining whether, for each component of the data integration job, a corresponding component in the target framework is available. The conversion tool converts the components to corresponding components and stored the new data integration job in a data store.