diff --git a/lib/private/TaskProcessing/Manager.php b/lib/private/TaskProcessing/Manager.php
index 84bfbcca190c9..0e1c830ead740 100644
--- a/lib/private/TaskProcessing/Manager.php
+++ b/lib/private/TaskProcessing/Manager.php
@@ -81,7 +81,6 @@ class Manager implements IManager {
 	private IAppData $appData;
 	private ?array $preferences = null;
 	private ?array $providersById = null;
-	private ICache $cache;
 	private ICache $distributedCache;
 
 	public function __construct(
@@ -101,7 +100,6 @@ public function __construct(
 		ICacheFactory $cacheFactory,
 	) {
 		$this->appData = $appDataFactory->get('core');
-		$this->cache = $cacheFactory->createLocal('task_processing::');
 		$this->distributedCache = $cacheFactory->createDistributed('task_processing::');
 	}
 
@@ -741,8 +739,10 @@ public function getPreferredProvider(string $taskTypeId) {
 
 	public function getAvailableTaskTypes(): array {
 		if ($this->availableTaskTypes === null) {
-			// We use local cache only because distributed cache uses JSOn stringify which would botch our ShapeDescriptor objects
-			$this->availableTaskTypes = $this->cache->get('available_task_types');
+			$cachedValue = $this->distributedCache->get('available_task_types_v2');
+			if ($cachedValue !== null) {
+				$this->availableTaskTypes = unserialize($cachedValue);
+			}
 		}
 		if ($this->availableTaskTypes === null) {
 			$taskTypes = $this->_getTaskTypes();
@@ -775,7 +775,7 @@ public function getAvailableTaskTypes(): array {
 			}
 
 			$this->availableTaskTypes = $availableTaskTypes;
-			$this->cache->set('available_task_types', $this->availableTaskTypes, 60);
+			$this->distributedCache->set('available_task_types_v2', serialize($this->availableTaskTypes), 60);
 		}
 
 		return $this->availableTaskTypes;