diff --git a/src/Umbraco.Infrastructure/Migrations/Upgrade/UmbracoPlan.cs b/src/Umbraco.Infrastructure/Migrations/Upgrade/UmbracoPlan.cs
index d727770b62..a53833d99e 100644
--- a/src/Umbraco.Infrastructure/Migrations/Upgrade/UmbracoPlan.cs
+++ b/src/Umbraco.Infrastructure/Migrations/Upgrade/UmbracoPlan.cs
@@ -83,5 +83,6 @@ public class UmbracoPlan : MigrationPlan
         To<V_14_0_0.AddEditorUiToDataType>("{5A2EF07D-37B4-49D5-8E9B-3ED01877263B}");
         // we need to re-run this migration, as it was flawed for V14 RC3 (the migration can run twice without any issues)
         To<V_14_0_0.AddEditorUiToDataType>("{6FB5CA9E-C823-473B-A14C-FE760D75943C}");
+        To<V_14_0_0.CleanUpDataTypeConfigurations>("{827360CA-0855-42A5-8F86-A51F168CB559}");
     }
 }
diff --git a/src/Umbraco.Infrastructure/Migrations/Upgrade/V_14_0_0/CleanUpDataTypeConfigurations.cs b/src/Umbraco.Infrastructure/Migrations/Upgrade/V_14_0_0/CleanUpDataTypeConfigurations.cs
new file mode 100644
index 0000000000..9da9b61873
--- /dev/null
+++ b/src/Umbraco.Infrastructure/Migrations/Upgrade/V_14_0_0/CleanUpDataTypeConfigurations.cs
@@ -0,0 +1,66 @@
+using Microsoft.Extensions.Logging;
+using NPoco;
+using Umbraco.Cms.Core.Serialization;
+using Umbraco.Cms.Infrastructure.Persistence;
+using Umbraco.Cms.Infrastructure.Persistence.Dtos;
+using Umbraco.Extensions;
+
+namespace Umbraco.Cms.Infrastructure.Migrations.Upgrade.V_14_0_0;
+
+public class CleanUpDataTypeConfigurations : MigrationBase
+{
+    private readonly IConfigurationEditorJsonSerializer _configurationEditorJsonSerializer;
+    private readonly ILogger<MigrateDataTypeConfigurations> _logger;
+
+    public CleanUpDataTypeConfigurations(
+        IMigrationContext context,
+        IConfigurationEditorJsonSerializer configurationEditorJsonSerializer,
+        ILogger<MigrateDataTypeConfigurations> logger)
+        : base(context)
+    {
+        _configurationEditorJsonSerializer = configurationEditorJsonSerializer;
+        _logger = logger;
+    }
+
+    protected override void Migrate()
+    {
+        Sql<ISqlContext> sql = Sql()
+            .Select<DataTypeDto>()
+            .AndSelect<NodeDto>()
+            .From<DataTypeDto>()
+            .InnerJoin<NodeDto>()
+            .On<DataTypeDto, NodeDto>(left => left.NodeId, right => right.NodeId)
+            .Where<DataTypeDto>(x => x.EditorAlias.Contains("Umbraco."));
+
+        List<DataTypeDto> dataTypeDtos = Database.Fetch<DataTypeDto>(sql);
+
+        foreach (DataTypeDto dataTypeDto in dataTypeDtos)
+        {
+            try
+            {
+                Dictionary<string, object?> configurationData = dataTypeDto.Configuration.IsNullOrWhiteSpace()
+                    ? new Dictionary<string, object?>()
+                    : _configurationEditorJsonSerializer
+                          .Deserialize<Dictionary<string, object?>>(dataTypeDto.Configuration)
+                          ?? new Dictionary<string, object?>();
+
+                var configurationDataWithoutNullValues = configurationData
+                    .Where(pair => pair.Value is not null)
+                    .ToDictionary(pair => pair.Key, pair => pair.Value!);
+
+                if (configurationData.Count == configurationDataWithoutNullValues.Count)
+                {
+                    continue;
+                }
+
+                dataTypeDto.Configuration = _configurationEditorJsonSerializer.Serialize(configurationDataWithoutNullValues);
+                Database.Update(dataTypeDto);
+                _logger.LogInformation("Configuration cleaned up for data type: {dataTypeName} (id: {dataTypeId}, editor alias: {dataTypeEditorAlias})", dataTypeDto.NodeDto?.Text, dataTypeDto.NodeId, dataTypeDto.EditorAlias);
+            }
+            catch (Exception ex)
+            {
+                _logger.LogError(ex, "Configuration clean-up failed for data type: {dataTypeName} (id: {dataTypeId}, editor alias: {dataTypeEditorAlias})", dataTypeDto.NodeDto?.Text, dataTypeDto.NodeId, dataTypeDto.EditorAlias);
+            }
+        }
+    }
+}