diff --git a/pkg/metrics/scaledjob_prometheus_metrics.go b/pkg/metrics/scaledjob_prometheus_metrics.go
deleted file mode 100644
index b432f2754d7..00000000000
--- a/pkg/metrics/scaledjob_prometheus_metrics.go
+++ /dev/null
@@ -1,124 +0,0 @@
-package metrics
-
-import (
-	"log"
-	"net/http"
-	"strconv"
-
-	"github.com/prometheus/client_golang/prometheus"
-	"github.com/prometheus/client_golang/prometheus/promhttp"
-)
-
-var (
-	scaledJobMetricLabels      = []string{"namespace", "metric", "scaledJob", "scaler", "scalerIndex"}
-	scaledJobScalerErrorsTotal = prometheus.NewCounterVec(
-		prometheus.CounterOpts{
-			Namespace: "keda_operator",
-			Subsystem: "scaler",
-			Name:      "errors_total",
-			Help:      "Total number of errors for all scalers",
-		},
-		[]string{},
-	)
-	scaledJobScalerMetricsValue = prometheus.NewGaugeVec(
-		prometheus.GaugeOpts{
-			Namespace: "keda_operator",
-			Subsystem: "scaler",
-			Name:      "metrics_value",
-			Help:      "Metric Value used for ScaledJob",
-		},
-		scaledJobMetricLabels,
-	)
-	scaledJobScalerErrors = prometheus.NewCounterVec(
-		prometheus.CounterOpts{
-			Namespace: "keda_operator",
-			Subsystem: "scaler",
-			Name:      "errors",
-			Help:      "Number of scaler errors",
-		},
-		scaledJobMetricLabels,
-	)
-	scaledJobErrors = prometheus.NewCounterVec(
-		prometheus.CounterOpts{
-			Namespace: "keda_operator",
-			Subsystem: "scaled_job",
-			Name:      "errors",
-			Help:      "Number of scaled object errors",
-		},
-		[]string{"namespace", "scaledObject"},
-	)
-)
-
-// PrometheusMetricServer the type of MetricsServer
-type ScaledJobPrometheusMetricServer struct{}
-
-var scaledJobRegistry *prometheus.Registry
-
-func init() {
-	scaledJobRegistry = prometheus.NewRegistry()
-	scaledJobRegistry.MustRegister(scaledJobScalerErrorsTotal)
-	scaledJobRegistry.MustRegister(scaledJobScalerMetricsValue)
-	scaledJobRegistry.MustRegister(scaledJobScalerErrors)
-	scaledJobRegistry.MustRegister(scaledJobErrors)
-}
-
-// NewServer creates a new http serving instance of prometheus metrics
-func (metricsServer ScaledJobPrometheusMetricServer) NewServer(address string, pattern string) {
-	http.HandleFunc("/healthz", func(w http.ResponseWriter, _ *http.Request) {
-		w.WriteHeader(http.StatusOK)
-		_, err := w.Write([]byte("OK"))
-		if err != nil {
-			log.Fatalf("Unable to write to serve custom metrics for scaledJob: %v", err)
-		}
-	})
-	log.Printf("Starting ScaledJob metrics server at %v", address)
-	http.Handle(pattern, promhttp.HandlerFor(registry, promhttp.HandlerOpts{}))
-
-	// initialize the total error metric
-	_, errscaler := scaledJobScalerErrorsTotal.GetMetricWith(prometheus.Labels{})
-	if errscaler != nil {
-		log.Fatalf("Unable to initialize scaledJob total error metrics as : %v", errscaler)
-	}
-
-	log.Fatal(http.ListenAndServe(address, nil))
-}
-
-// RecordScaledJobScalerMetric create a measurement of the external metric used by the ScaledJob
-func (metricsServer ScaledJobPrometheusMetricServer) RecordScaledJobScalerMetric(namespace string, scaledJob string, scaler string, scalerIndex int, metric string, value int64) {
-	scaledJobScalerMetricsValue.With(metricsServer.getLabels(namespace, scaledJob, scaler, scalerIndex, metric)).Set(float64(value))
-}
-
-// RecordScaledJobScalerError counts the number of errors occurred in trying get an external metric used by the ScaledJob
-func (metricsServer ScaledJobPrometheusMetricServer) RecordScaledJobScalerError(namespace string, scaledJob string, scaler string, scalerIndex int, metric string, err error) {
-	if err != nil {
-		scaledJobScalerErrors.With(metricsServer.getLabels(namespace, scaledJob, scaler, scalerIndex, metric)).Inc()
-		// scaledJobErrors.With(prometheus.Labels{"namespace": namespace, "scaledObject": scaledObject}).Inc()
-		metricsServer.RecordScalerObjectError(namespace, scaledJob, err)
-		scaledJobScalerErrorsTotal.With(prometheus.Labels{}).Inc()
-		return
-	}
-	// initialize metric with 0 if not already set
-	_, errscaler := scaledJobScalerErrors.GetMetricWith(metricsServer.getLabels(namespace, scaledJob, scaler, scalerIndex, metric))
-	if errscaler != nil {
-		log.Fatalf("Unable to write to serve custom metrics for scaledJob: %v", errscaler)
-	}
-}
-
-// RecordScalerObjectError counts the number of errors with the scaled job
-func (metricsServer ScaledJobPrometheusMetricServer) RecordScalerObjectError(namespace string, scaledJob string, err error) {
-	labels := prometheus.Labels{"namespace": namespace, "scaledJob": scaledJob}
-	if err != nil {
-		scaledJobErrors.With(labels).Inc()
-		return
-	}
-	// initialize metric with 0 if not already set
-	_, errscaledjob := scaledJobErrors.GetMetricWith(labels)
-	if errscaledjob != nil {
-		log.Fatalf("Unable to write to serve custom metrics for scaledJob: %v", errscaledjob)
-		return
-	}
-}
-
-func (metricsServer ScaledJobPrometheusMetricServer) getLabels(namespace string, scaledJob string, scaler string, scalerIndex int, metric string) prometheus.Labels {
-	return prometheus.Labels{"namespace": namespace, "scaledJob": scaledJob, "scaler": scaler, "scalerIndex": strconv.Itoa(scalerIndex), "metric": metric}
-}