diff --git a/controllers/keda/scaledjob_controller.go b/controllers/keda/scaledjob_controller.go
index 755a85e33fb..fc03c69b90e 100755
--- a/controllers/keda/scaledjob_controller.go
+++ b/controllers/keda/scaledjob_controller.go
@@ -149,6 +149,10 @@ func (r *ScaledJobReconciler) Reconcile(ctx context.Context, req ctrl.Request) (
 	conditions := scaledJob.Status.Conditions.DeepCopy()
 	msg, err := r.reconcileScaledJob(ctx, reqLogger, scaledJob, &conditions)
 	if err != nil {
+		if scaling.IsTransientScalerCacheRebuildError(err) {
+			reqLogger.V(1).Info("Transient scaler cache error during ScaledJob reconcile, requeueing without marking Ready=False", "error", err)
+			return ctrl.Result{RequeueAfter: 100 * time.Millisecond}, nil
+		}
 		reqLogger.Error(err, msg)
 		conditions.SetReadyCondition(metav1.ConditionFalse, "ScaledJobCheckFailed", msg)
 		conditions.SetActiveCondition(metav1.ConditionUnknown, "UnknownState", "ScaledJob check failed")
diff --git a/pkg/scaling/scale_handler.go b/pkg/scaling/scale_handler.go
index ee2f2f6d731..a954381e4fc 100644
--- a/pkg/scaling/scale_handler.go
+++ b/pkg/scaling/scale_handler.go
@@ -1008,8 +1008,13 @@ func (h *scaleHandler) getScaledJobMetrics(ctx context.Context, scaledJob *kedav
 	logger := log.WithValues("scaledJob.Namespace", scaledJob.Namespace, "scaledJob.Name", scaledJob.Name)
 
 	cache, err := h.GetScalersCache(ctx, scaledJob)
-	metricscollector.RecordScaledJobError(scaledJob.Namespace, scaledJob.Name, err)
 	if err != nil {
+		if IsTransientScalerCacheRebuildError(err) {
+			log.V(1).Info("Transient error getting scalers cache for ScaledJob metrics",
+				"scaledJob.Namespace", scaledJob.Namespace, "scaledJob.Name", scaledJob.Name, "error", err)
+			return nil, false, []string{}
+		}
+		metricscollector.RecordScaledJobError(scaledJob.Namespace, scaledJob.Name, err)
 		log.Error(err, "error getting scalers cache", "scaledJob.Namespace", scaledJob.Namespace, "scaledJob.Name", scaledJob.Name)
 		return nil, true, []string{}
 	}
@@ -1044,6 +1049,10 @@ func (h *scaleHandler) getScaledJobMetrics(ctx context.Context, scaledJob *kedav
 				metricscollector.RecordScalerLatency(scaledJob.Namespace, scaledJob.Name, scalerName, scalerIndex, metricName, false, latency)
 			}
 			if err != nil {
+				if IsTransientScalerCacheRebuildError(err) {
+					scalerLogger.V(1).Info("Transient scaler metric error during cache rebuild, continuing", "error", err)
+					continue
+				}
 				scalerLogger.Error(err, "Error getting scaler metrics and activity, but continue")
 				cache.Recorder.Event(scaledJob, corev1.EventTypeWarning, eventreason.KEDAScalerFailed, err.Error())
 				isError = true
diff --git a/pkg/scaling/transient_scaler_error.go b/pkg/scaling/transient_scaler_error.go
new file mode 100644
index 00000000000..0f78a6536d6
--- /dev/null
+++ b/pkg/scaling/transient_scaler_error.go
@@ -0,0 +1,40 @@
+/*
+Copyright 2021 The KEDA Authors
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package scaling
+
+import (
+	"errors"
+	"strings"
+)
+
+// IsTransientScalerCacheRebuildError reports errors that commonly occur when the scaler cache
+// is being rebuilt or closed during a ScaledJob spec/generation change (for example an old Redis
+// client is closed while a scale-loop goroutine still holds a stale cache pointer).
+// These are expected to self-heal on the next poll or reconcile and must not flip Ready=False.
+func IsTransientScalerCacheRebuildError(err error) bool {
+	for err != nil {
+		msg := err.Error()
+		if strings.Contains(msg, "redis: client is closed") {
+			return true
+		}
+		if strings.Contains(msg, "scaler with id") && strings.Contains(msg, "not found") && strings.Contains(msg, "Len = 0") {
+			return true
+		}
+		err = errors.Unwrap(err)
+	}
+	return false
+}
diff --git a/pkg/scaling/transient_scaler_error_test.go b/pkg/scaling/transient_scaler_error_test.go
new file mode 100644
index 00000000000..be2bf5faf44
--- /dev/null
+++ b/pkg/scaling/transient_scaler_error_test.go
@@ -0,0 +1,45 @@
+/*
+Copyright 2021 The KEDA Authors
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package scaling
+
+import (
+	"errors"
+	"fmt"
+	"testing"
+)
+
+func TestIsTransientScalerCacheRebuildError(t *testing.T) {
+	tests := []struct {
+		name string
+		err  error
+		want bool
+	}{
+		{name: "nil", err: nil, want: false},
+		{name: "redis closed", err: errors.New(`redis: client is closed`), want: true},
+		{name: "wrapped redis closed", err: fmt.Errorf("outer: %w", errors.New(`redis: client is closed`)), want: true},
+		{name: "scaler len zero", err: errors.New(`scaler with id 0 not found. Len = 0`), want: true},
+		{name: "wrapped scaler len zero", err: fmt.Errorf("cache: %w", errors.New(`scaler with id 2 not found. Len = 0`)), want: true},
+		{name: "unrelated", err: errors.New("connection refused"), want: false},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			if got := IsTransientScalerCacheRebuildError(tt.err); got != tt.want {
+				t.Fatalf("IsTransientScalerCacheRebuildError() = %v, want %v", got, tt.want)
+			}
+		})
+	}
+}