AWS Glue Reviews in June 2025: User Ratings, Pros & Cons

"Interaction with inbuilt classes is must."

What do you like best about AWS Glue? Glue job is good for the open source system. What do you dislike about AWS Glue? No interactive UI for getting inbuild classes the user should be aware of while writing the code. UI should me more informative and improved. What problems is AWS Glue solving and how is that benefiting you? More interactive while writing code like eclipse or intellij IDE should be updated with syntaxes and shortcuts.

"Glue was used as a cataloguing tool in our project which was a great way to capture metadata"

What do you like best about AWS Glue? Catalogue features is incomparable to other existing tools present in the market. What do you dislike about AWS Glue? It has to become more user friendly to fetch more user friendly just like other etl/elt tolls Recommendations to others considering AWS Glue: It's a great tool for metadata management What problems is AWS Glue solving and how is that benefiting you? Metadata management is done by glue which help us to build our data lake

"AWS Glue is a good managed data catalog and integration service"

What do you like best about AWS Glue? We heavily rely on AWS Glue for cataloging our data objects (tables and views); we utilize AWS Glue in all of our data pipelines and use it to sync external and internal data sources and auto-generate SQL-based ETL based on AWS Glue catalog objects What do you dislike about AWS Glue? It is very difficult (almost impossible) to scale, we sometimes get throttled by the service limitations. The AWS Glue crawlers sometimes mis-match the data in the files ...

"AWS Glue - a wonderful fun experience"

What do you like best about AWS Glue? Recently implemented the use of Amazon glue in our organization, it has helped us to analyze our customer's data within no time. It is very easy to load large and confidential datasets from the source and work upon the same. The interface is quite easy to work upon with quick options for ETL (Extract, Transform, Load) work.Seamless integration with AWS Services . No authentication required What do you dislike about AWS Glue? The few things that can be ...

"Review for AWS Glue"

What do you like best about AWS Glue? I like that this is serverless. So we need not to worry about infra and we can run write the code to process huge amount of data within no time. What do you dislike about AWS Glue? The logging is not proper for AWS D glue so it becomes difficult to debug in case of failure and also spark ui is not acessible so identifying performance bottlenecks is difficult. What problems is AWS Glue solving and how is that benefiting you? I am processing the data ...

"Very good ETL tool"

What do you like best about AWS Glue? Aws glue is a ETL tool (extract, transfer, load) it helps to visualisation and analysing the data sets. Glue is completely serverless. It can be easily integrated with any type of Hadoop and spark cluster. Aws glue can handle very large datasets with the excellent performance. It is very secure, great data handling and data processing capacity. What do you dislike about AWS Glue? It is difficult to use and setup for the beginners and specially for non ...

"I have used glue while working on project required to perform ETL on data."

What do you like best about AWS Glue? User Interface and graphical display of process. (DAG) What do you dislike about AWS Glue? Nothing, found it helpful and time-saving. Recommendations to others considering AWS Glue: Nice tool. Please try it once!!! What problems is AWS Glue solving and how is that benefiting you? Was required to perform transformations on the data like renaming the column names, drooping columns and analyzing the data using SPARK SQL.

"AWS Glue provides a Spark based serverless option to execute heavy data processing jobs using Spark"

What do you like best about AWS Glue? AWS Glue is completely serverless and AWS managed which removes the overhead of managing any type of hadoop and spark cluster. The only focus is to write the spark code for performing data cleansing activity What do you dislike about AWS Glue? AWS Glue doe snot provide greater context to tweek the backend hadoop cluster which is launched as its completely managed by AWS. Thus if there are any specific optimization that a spark developer needs to perform ...

"AWS glue"

What do you like best about AWS Glue? Best platform for big data processing and fastest interface using pyspark What do you dislike about AWS Glue? UI is bit complicated and keeps on changing What problems is AWS Glue solving and how is that benefiting you? Writing bigger codes and jobs for ETL and data analysis

"Glue is a great tool if we want to run a catalogue on top of the tap. It gels perfectly with Athena."

What do you like best about AWS Glue? Cataloguing by Glue is a great tool which help to implement a Lakehouse for any data intensive application What do you dislike about AWS Glue? It should provide more transformation as we have in other ETL/ELT tools What problems is AWS Glue solving and how is that benefiting you? We are building a metadata-driven Lakehouse by using cataloguing provided by Glue