diff --git a/scheduler/util.go b/scheduler/util.go
index 7f8278ba4..cf7224a16 100644
--- a/scheduler/util.go
+++ b/scheduler/util.go
@@ -227,6 +227,11 @@ func tasksUpdated(a, b *structs.TaskGroup) bool {
 		if !reflect.DeepEqual(at.Config, bt.Config) {
 			return true
 		}
+
+		// Inspect the network to see if the resource ask is different
+		if !reflect.DeepEqual(at.Resources.Networks, bt.Resources.Networks) {
+			return true
+		}
 	}
 	return false
 }
diff --git a/scheduler/util_test.go b/scheduler/util_test.go
index 9ae78b75b..45c387e29 100644
--- a/scheduler/util_test.go
+++ b/scheduler/util_test.go
@@ -259,4 +259,10 @@ func TestTasksUpdated(t *testing.T) {
 	if !tasksUpdated(j1.TaskGroups[0], j5.TaskGroups[0]) {
 		t.Fatalf("bad")
 	}
+
+	j6 := mock.Job()
+	j6.TaskGroups[0].Tasks[0].Resources.Networks[0].DynamicPorts = 3
+	if !tasksUpdated(j1.TaskGroups[0], j6.TaskGroups[0]) {
+		t.Fatalf("bad")
+	}
 }