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

"Very specific use cases only"

What do you like best about AWS Glue? Schedule ETL operations is very cool, I think it could be a great thing. What do you dislike about AWS Glue? UI needs work. Very slow, HOWEVER, my first experience with this was at re:invent, so resources were probably stretched thin. I did talk to another person in the training with me who said it does tend to be slow, but he just schedules jobs to run over night and it works great for him. Recommendations to others considering AWS Glue: Try it out ...

"ETL workhorse"

What do you like best about AWS Glue? Code generation, customization, Sceduling What do you dislike about AWS Glue? Limited languages in which code is generated What problems is AWS Glue solving and how is that benefiting you? ETL of streaming data

"Building Data lake made easy"

What do you like best about AWS Glue? Product needs maturity but a good offering What do you dislike about AWS Glue? Release cycles are slow. More functonality on Data cataloging features What problems is AWS Glue solving and how is that benefiting you? Building Data Lake and enhancing data analytics

"Awesome serverless ETL processing "

What do you like best about AWS Glue? Available Spark Engine Data crawlers to automatically identify schema structure No need to maintain EMR/Hadoop cluster. What do you dislike about AWS Glue? Some support for datatypes missing(Map) Auto scaling is missing. Recommendations to others considering AWS Glue: FIle types, compression and data types. Size of data What problems is AWS Glue solving and how is that benefiting you? Serverless ETL. reduces cost of maintaining infrastructure and ...

"Easy Schema Creation for Athena"

What do you like best about AWS Glue? Glue Crawlers allow me to easily modify and create Athena tables based on ever changing JSON objects. What do you dislike about AWS Glue? Lack of adequate documentation, (ESPECIALLY examples!) of Glue Crawler Classifiers. What problems is AWS Glue solving and how is that benefiting you? Simplified deployment and maintainance of Athena tables with Glue Crawlers. Removed need to schedule a dedicated Lambda cron job to create partitions.

"Better alternative for hive metastore"

What do you like best about AWS Glue? Seems to be great option if you wwant to test out another metastore instead of the default one which comes with hive What do you dislike about AWS Glue? Its too new and not many tutorials or use cases are mentioned on the web so it will take some time to use this in prod. right now we are still doing poc on it What problems is AWS Glue solving and how is that benefiting you? we can reduce pressure on hive metastore. sometimes the data can be too much ...

"Easy Schema Creation for Athena"

What do you like best about AWS Glue? Glue Crawlers allow me to easily modify and create Athena tables based on ever changing JSON objects. What do you dislike about AWS Glue? Lack of adequate documentation, (ESPECIALLY examples!) of Glue Crawler Classifiers. What problems is AWS Glue solving and how is that benefiting you? Simplified deployment and maintainance of Athena tables with Glue Crawlers. Removed need to schedule a dedicated Lambda cron job to create partitions.

"Better alternative for hive metastore"

What do you like best about AWS Glue? Seems to be great option if you wwant to test out another metastore instead of the default one which comes with hive What do you dislike about AWS Glue? Its too new and not many tutorials or use cases are mentioned on the web so it will take some time to use this in prod. right now we are still doing poc on it What problems is AWS Glue solving and how is that benefiting you? we can reduce pressure on hive metastore. sometimes the data can be too much ...

"AWS Glue Review"

What do you like best about AWS Glue? Its Serverless and it provides the catalog, orchestration all together apart from the compute What do you dislike about AWS Glue? It seems to run on very cheap machines at the backend, which does not provide the right performance all the time What problems is AWS Glue solving and how is that benefiting you? Data Ingestion, transformation for the data lake

"The Service is good, can become better"

What do you like best about AWS Glue? The service is good in a servless architecture. The glue perfomes the etl spark jobs perfectly well. What do you dislike about AWS Glue? the service takes a lot of time to provision the servers. the insights in the glue-assembly-jar is not there. We face lot of dependency conflicts. What problems is AWS Glue solving and how is that benefiting you? we wanted to built a serverless data processing pipeline. Glue fits in well there.