diff --git a/cms/envs/common.py b/cms/envs/common.py
index ae2b65709e..7c5753a5bf 100644
--- a/cms/envs/common.py
+++ b/cms/envs/common.py
@@ -1381,13 +1381,15 @@ CELERY_DEFAULT_EXCHANGE = f'edx.{QUEUE_VARIANT}core'
 
 HIGH_PRIORITY_QUEUE = f'edx.{QUEUE_VARIANT}core.high'
 DEFAULT_PRIORITY_QUEUE = f'edx.{QUEUE_VARIANT}core.default'
+LOW_PRIORITY_QUEUE = f'edx.{QUEUE_VARIANT}core.low'
 
 CELERY_DEFAULT_QUEUE = DEFAULT_PRIORITY_QUEUE
 CELERY_DEFAULT_ROUTING_KEY = DEFAULT_PRIORITY_QUEUE
 
 CELERY_QUEUES = {
     HIGH_PRIORITY_QUEUE: {},
-    DEFAULT_PRIORITY_QUEUE: {}
+    DEFAULT_PRIORITY_QUEUE: {},
+    LOW_PRIORITY_QUEUE: {},
 }
 
 # Queues configuration
@@ -2175,7 +2177,7 @@ SOFTWARE_SECURE_VERIFICATION_ROUTING_KEY = 'edx.lms.core.default'
 POLICY_CHANGE_TASK_RATE_LIMIT = '300/h'
 
 ############## Settings for CourseGraph ############################
-COURSEGRAPH_JOB_QUEUE = DEFAULT_PRIORITY_QUEUE
+COURSEGRAPH_JOB_QUEUE = LOW_PRIORITY_QUEUE
 
 ########## Settings for video transcript migration tasks ############
 VIDEO_TRANSCRIPT_MIGRATIONS_JOB_QUEUE = DEFAULT_PRIORITY_QUEUE
diff --git a/cms/envs/production.py b/cms/envs/production.py
index 0f46c094f0..3aebf6a6ac 100644
--- a/cms/envs/production.py
+++ b/cms/envs/production.py
@@ -492,7 +492,7 @@ if FEATURES.get('CUSTOM_COURSES_EDX'):
     INSTALLED_APPS.append('openedx.core.djangoapps.ccxcon.apps.CCXConnectorConfig')
 
 ############## Settings for CourseGraph ############################
-COURSEGRAPH_JOB_QUEUE = ENV_TOKENS.get('COURSEGRAPH_JOB_QUEUE', DEFAULT_PRIORITY_QUEUE)
+COURSEGRAPH_JOB_QUEUE = ENV_TOKENS.get('COURSEGRAPH_JOB_QUEUE', LOW_PRIORITY_QUEUE)
 
 ########## Settings for video transcript migration tasks ############
 VIDEO_TRANSCRIPT_MIGRATIONS_JOB_QUEUE = ENV_TOKENS.get('VIDEO_TRANSCRIPT_MIGRATIONS_JOB_QUEUE', DEFAULT_PRIORITY_QUEUE)
@@ -587,6 +587,8 @@ EXPLICIT_QUEUES = {
         'queue': POLICY_CHANGE_GRADES_ROUTING_KEY},
     'cms.djangoapps.contentstore.tasks.update_search_index': {
         'queue': UPDATE_SEARCH_INDEX_JOB_QUEUE},
+    'openedx.core.djangoapps.coursegraph.dump_course_to_neo4j': {
+        'queue': COURSEGRAPH_JOB_QUEUE},
 }
 
 LOGO_IMAGE_EXTRA_TEXT = ENV_TOKENS.get('LOGO_IMAGE_EXTRA_TEXT', '')
diff --git a/lms/envs/common.py b/lms/envs/common.py
index 6d8bbe2bce..0b2926d68a 100644
--- a/lms/envs/common.py
+++ b/lms/envs/common.py
@@ -4527,9 +4527,6 @@ CONTENT_TYPE_GATE_GROUP_IDS = {
 
 COURSES_API_CACHE_TIMEOUT = 3600  # Value is in seconds
 
-############## Settings for CourseGraph ############################
-COURSEGRAPH_JOB_QUEUE = DEFAULT_PRIORITY_QUEUE
-
 
 # Initialize to 'unknown', but read from JSON in production.py
 EDX_PLATFORM_REVISION = 'release'
diff --git a/lms/envs/production.py b/lms/envs/production.py
index a92af271ec..5e2737d925 100644
--- a/lms/envs/production.py
+++ b/lms/envs/production.py
@@ -927,9 +927,6 @@ SYSTEM_TO_FEATURE_ROLE_MAPPING = ENV_TOKENS.get(
 ICP_LICENSE = ENV_TOKENS.get('ICP_LICENSE', None)
 ICP_LICENSE_INFO = ENV_TOKENS.get('ICP_LICENSE_INFO', {})
 
-############## Settings for CourseGraph ############################
-COURSEGRAPH_JOB_QUEUE = ENV_TOKENS.get('COURSEGRAPH_JOB_QUEUE', DEFAULT_PRIORITY_QUEUE)
-
 # How long to cache OpenAPI schemas and UI, in seconds.
 OPENAPI_CACHE_TIMEOUT = ENV_TOKENS.get('OPENAPI_CACHE_TIMEOUT', 60 * 60)
 
@@ -1029,8 +1026,6 @@ EXPLICIT_QUEUES = {
         'queue': PROGRAM_CERTIFICATES_ROUTING_KEY},
     'openedx.core.djangoapps.programs.tasks.award_course_certificate': {
         'queue': PROGRAM_CERTIFICATES_ROUTING_KEY},
-    'openedx.core.djangoapps.coursegraph.dump_course_to_neo4j': {
-        'queue': COURSEGRAPH_JOB_QUEUE},
 }
 
 LOGO_IMAGE_EXTRA_TEXT = ENV_TOKENS.get('LOGO_IMAGE_EXTRA_TEXT', '')