diff --git a/.changelog/3463.txt b/.changelog/3463.txt
new file mode 100644
index 00000000000..fa26c3da93f
--- /dev/null
+++ b/.changelog/3463.txt
@@ -0,0 +1,3 @@
+```release-note:bug
+cloudscheduler: Fixed permadiff for `google_cloud_scheduler_job.retry_config.*` block when API provides default values
+```
diff --git a/google/resource_cloud_scheduler_job.go b/google/resource_cloud_scheduler_job.go
index 54bf2e42a35..aaea80016b0 100644
--- a/google/resource_cloud_scheduler_job.go
+++ b/google/resource_cloud_scheduler_job.go
@@ -357,6 +357,7 @@ then it will be retried with exponential backoff according to the settings`,
 					Schema: map[string]*schema.Schema{
 						"max_backoff_duration": {
 							Type:     schema.TypeString,
+							Computed: true,
 							Optional: true,
 							ForceNew: true,
 							Description: `The maximum amount of time to wait before retrying a job after it fails.
@@ -365,6 +366,7 @@ A duration in seconds with up to nine fractional digits, terminated by 's'.`,
 						},
 						"max_doublings": {
 							Type:     schema.TypeInt,
+							Computed: true,
 							Optional: true,
 							ForceNew: true,
 							Description: `The time between retries will double maxDoublings times.
@@ -375,6 +377,7 @@ and finally retries retries at intervals of maxBackoffDuration up to retryCount
 						},
 						"max_retry_duration": {
 							Type:     schema.TypeString,
+							Computed: true,
 							Optional: true,
 							ForceNew: true,
 							Description: `The time limit for retrying a failed job, measured from time when an execution was first attempted. 
@@ -384,6 +387,7 @@ A duration in seconds with up to nine fractional digits, terminated by 's'.`,
 						},
 						"min_backoff_duration": {
 							Type:     schema.TypeString,
+							Computed: true,
 							Optional: true,
 							ForceNew: true,
 							Description: `The minimum amount of time to wait before retrying a job after it fails.
@@ -392,6 +396,7 @@ A duration in seconds with up to nine fractional digits, terminated by 's'.`,
 						},
 						"retry_count": {
 							Type:     schema.TypeInt,
+							Computed: true,
 							Optional: true,
 							ForceNew: true,
 							Description: `The number of attempts that the system will make to run a 
diff --git a/google/resource_cloud_scheduler_job_generated_test.go b/google/resource_cloud_scheduler_job_generated_test.go
index a3bc7feb067..18c9bc62159 100644
--- a/google/resource_cloud_scheduler_job_generated_test.go
+++ b/google/resource_cloud_scheduler_job_generated_test.go
@@ -102,6 +102,10 @@ resource "google_cloud_scheduler_job" "job" {
   time_zone        = "America/New_York"
   attempt_deadline = "320s"
 
+  retry_config {
+    retry_count = 1
+  }
+
   http_target {
     http_method = "POST"
     uri         = "https://example.com/ping"
@@ -144,6 +148,13 @@ resource "google_cloud_scheduler_job" "job" {
   time_zone        = "Europe/London"
   attempt_deadline = "320s"
 
+  retry_config {
+    min_backoff_duration = "1s"
+    max_retry_duration = "10s"
+    max_doublings = 2
+    retry_count = 3
+  }
+
   app_engine_http_target {
     http_method = "POST"
 
diff --git a/google/resource_cloud_scheduler_job_test.go b/google/resource_cloud_scheduler_job_test.go
new file mode 100644
index 00000000000..1b03acacf03
--- /dev/null
+++ b/google/resource_cloud_scheduler_job_test.go
@@ -0,0 +1,95 @@
+package google
+
+import (
+	"reflect"
+	"testing"
+
+	"github.com/hashicorp/terraform-plugin-sdk/helper/schema"
+)
+
+func TestCloudScheduler_FlattenHttpHeaders(t *testing.T) {
+
+	cases := []struct {
+		Input  map[string]interface{}
+		Output map[string]interface{}
+	}{
+		// simple, no headers included
+		{
+			Input: map[string]interface{}{
+				"My-Header": "my-header-value",
+			},
+			Output: map[string]interface{}{
+				"My-Header": "my-header-value",
+			},
+		},
+
+		// include the User-Agent header value Google-Cloud-Scheduler
+		// Tests Removing User-Agent header
+		{
+			Input: map[string]interface{}{
+				"User-Agent": "Google-Cloud-Scheduler",
+				"My-Header":  "my-header-value",
+			},
+			Output: map[string]interface{}{
+				"My-Header": "my-header-value",
+			},
+		},
+
+		// include the User-Agent header
+		// Tests removing value AppEngine-Google; (+http://code.google.com/appengine)
+		{
+			Input: map[string]interface{}{
+				"User-Agent": "My-User-Agent AppEngine-Google; (+http://code.google.com/appengine)",
+				"My-Header":  "my-header-value",
+			},
+			Output: map[string]interface{}{
+				"User-Agent": "My-User-Agent",
+				"My-Header":  "my-header-value",
+			},
+		},
+
+		// include the Content-Type header value application/octet-stream.
+		// Tests Removing Content-Type header
+		{
+			Input: map[string]interface{}{
+				"Content-Type": "application/octet-stream",
+				"My-Header":    "my-header-value",
+			},
+			Output: map[string]interface{}{
+				"My-Header": "my-header-value",
+			},
+		},
+
+		// include the Content-Length header
+		// Tests Removing Content-Length header
+		{
+			Input: map[string]interface{}{
+				"Content-Length": 7,
+				"My-Header":      "my-header-value",
+			},
+			Output: map[string]interface{}{
+				"My-Header": "my-header-value",
+			},
+		},
+
+		// include the X-Google- header
+		// Tests Removing X-Google- header
+		{
+			Input: map[string]interface{}{
+				"X-Google-My-Header": "x-google-my-header-value",
+				"My-Header":          "my-header-value",
+			},
+			Output: map[string]interface{}{
+				"My-Header": "my-header-value",
+			},
+		},
+	}
+
+	for _, c := range cases {
+		d := &schema.ResourceData{}
+		output := flattenCloudSchedulerJobAppEngineHttpTargetHeaders(c.Input, d, &Config{})
+		if !reflect.DeepEqual(output, c.Output) {
+			t.Fatalf("Error matching output and expected: %#v vs %#v", output, c.Output)
+		}
+	}
+}
diff --git a/google/resource_cloudscheduler_job_test.go b/google/resource_cloudscheduler_job_test.go
deleted file mode 100644
index 93cfad7a2a0..00000000000
--- a/google/resource_cloudscheduler_job_test.go
+++ /dev/null
@@ -1,3 +0,0 @@
-package google
-
-// Magic Modules doesn't let us remove files - blank out beta-only common-compile files for now.
diff --git a/website/docs/r/cloud_scheduler_job.html.markdown b/website/docs/r/cloud_scheduler_job.html.markdown
index 8e23bded719..77bfcaeca33 100644
--- a/website/docs/r/cloud_scheduler_job.html.markdown
+++ b/website/docs/r/cloud_scheduler_job.html.markdown
@@ -78,6 +78,10 @@ resource "google_cloud_scheduler_job" "job" {
   time_zone        = "America/New_York"
   attempt_deadline = "320s"
 
+  retry_config {
+    retry_count = 1
+  }
+
   http_target {
     http_method = "POST"
     uri         = "https://example.com/ping"
@@ -100,6 +104,13 @@ resource "google_cloud_scheduler_job" "job" {
   time_zone        = "Europe/London"
   attempt_deadline = "320s"
 
+  retry_config {
+    min_backoff_duration = "1s"
+    max_retry_duration = "10s"
+    max_doublings = 2
+    retry_count = 3
+  }
+
   app_engine_http_target {
     http_method = "POST"