diff --git a/metadata-ingestion/src/datahub/ingestion/source/aws/glue.py b/metadata-ingestion/src/datahub/ingestion/source/aws/glue.py
index a0bed4ae9a..30e8164383 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/aws/glue.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/aws/glue.py
@@ -248,6 +248,9 @@ class GlueSourceReport(StaleEntityRemovalSourceReport):
     "Enabled by default when stateful ingestion is turned on.",
 )
 @capability(SourceCapability.LINEAGE_COARSE, "Enabled by default")
+@capability(
+    SourceCapability.LINEAGE_FINE, "Support via the `emit_s3_lineage` config field"
+)
 class GlueSource(StatefulIngestionSourceBase):
     """
     Note: if you also have files in S3 that you'd like to ingest, we recommend you use Glue's built-in data catalog. See [here](../../../../docs/generated/ingestion/sources/s3.md) for a quick guide on how to set up a crawler on Glue and ingest the outputs with DataHub.
@@ -284,12 +287,22 @@ class GlueSource(StatefulIngestionSourceBase):
         "Action": [
             "glue:GetDataflowGraph",
             "glue:GetJobs",
+            "s3:GetObject",
         ],
         "Resource": "*"
     }
     ```
 
-    plus `s3:GetObject` for the job script locations.
+    For profiling datasets, the following additional permissions are required:
+    ```json
+        {
+        "Effect": "Allow",
+        "Action": [
+            "glue:GetPartitions",
+        ],
+        "Resource": "*"
+    }
+    ```
 
     """