diff --git a/CHANGELOG.md b/CHANGELOG.md
index 81f64e3cb3c..c53c51e0e8f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -2,8 +2,6 @@
 
 ## Deprecations
 
-- As of v1.3, support for `brokerList` is deprecated for our Kafka topic scaler and will be removed in v2.0 ([#632](https://github.com/kedacore/keda/issues/632))
-
 ## History
 
 - [v2.0.0](#v200)
@@ -19,6 +17,7 @@
 ### Breaking Changes
 
 - Remove `New()` and `Close()` from the interface of `service ExternalScaler` in `externalscaler.proto`.
+- Removed deprecated brokerList for Kafka scaler ([#882](https://github.com/kedacore/keda/pull/882))
 
 ## v1.4.1
 
@@ -81,7 +80,6 @@ None.
 ### Improvements
 
 - Make targetQueryValue configurable in postgreSQL scaler ([#643](https://github.com/kedacore/keda/pull/643))
-- Added bootstrapServers to deprecate brokerList ([#621](https://github.com/kedacore/keda/pull/621))
 - Removed the need for deploymentName label ([#644](https://github.com/kedacore/keda/pull/644))
 - Adding Kubernetes recommended labels to resources ([#596](https://github.com/kedacore/keda/pull/596))
 
diff --git a/pkg/scalers/kafka_scaler.go b/pkg/scalers/kafka_scaler.go
index 6af7c3111af..69b2ebfba85 100644
--- a/pkg/scalers/kafka_scaler.go
+++ b/pkg/scalers/kafka_scaler.go
@@ -83,20 +83,12 @@ func NewKafkaScaler(resolvedEnv, metadata, authParams map[string]string) (Scaler
 func parseKafkaMetadata(resolvedEnv, metadata, authParams map[string]string) (kafkaMetadata, error) {
 	meta := kafkaMetadata{}
 
-	// brokerList marked as deprecated, bootstrapServers is the new one to use
-	if metadata["brokerList"] != "" && metadata["bootstrapServers"] != "" {
-		return meta, errors.New("cannot specify both bootstrapServers and brokerList (deprecated)")
-	}
-	if metadata["brokerList"] == "" && metadata["bootstrapServers"] == "" {
-		return meta, errors.New("no bootstrapServers or brokerList (deprecated) given")
+	if metadata["bootstrapServers"] == "" {
+		return meta, errors.New("no bootstrapServers given")
 	}
 	if metadata["bootstrapServers"] != "" {
 		meta.bootstrapServers = strings.Split(metadata["bootstrapServers"], ",")
 	}
-	if metadata["brokerList"] != "" {
-		kafkaLog.V(0).Info("WARNING: usage of brokerList is deprecated. use bootstrapServers instead.")
-		meta.bootstrapServers = strings.Split(metadata["brokerList"], ",")
-	}
 
 	if metadata["consumerGroup"] == "" {
 		return meta, errors.New("no consumer group given")
diff --git a/pkg/scalers/kafka_scaler_test.go b/pkg/scalers/kafka_scaler_test.go
index 3fb7b0728b7..41365920064 100644
--- a/pkg/scalers/kafka_scaler_test.go
+++ b/pkg/scalers/kafka_scaler_test.go
@@ -16,9 +16,9 @@ type parseKafkaMetadataTestData struct {
 
 // A complete valid metadata example for reference
 var validMetadata = map[string]string{
-	"brokerList":    "broker1:9092,broker2:9092",
-	"consumerGroup": "my-group",
-	"topic":         "my-topic",
+	"bootstrapServers": "broker1:9092,broker2:9092",
+	"consumerGroup":    "my-group",
+	"topic":            "my-topic",
 }
 
 // A complete valid authParams example for sasl, with username and passwd
@@ -32,22 +32,9 @@ var validWithAuthParams = map[string]string{
 var validWithoutAuthParams = map[string]string{}
 
 var parseKafkaMetadataTestDataset = []parseKafkaMetadataTestData{
-	// failure, no brokerList (deprecated) or bootstrapServers
+	// failure, no bootstrapServers
 	{map[string]string{}, true, 0, nil, "", ""},
-	// failure, both brokerList (deprecated) and bootstrapServers
-	{map[string]string{"brokerList": "foobar:9092", "bootstrapServers": "foobar:9092"}, true, 0, nil, "", ""},
 
-	// tests with brokerList (deprecated)
-	// failure, no consumer group
-	{map[string]string{"brokerList": "foobar:9092"}, true, 1, []string{"foobar:9092"}, "", ""},
-	// failure, no topic
-	{map[string]string{"brokerList": "foobar:9092", "consumerGroup": "my-group"}, true, 1, []string{"foobar:9092"}, "my-group", ""},
-	// success
-	{map[string]string{"brokerList": "foobar:9092", "consumerGroup": "my-group", "topic": "my-topic"}, false, 1, []string{"foobar:9092"}, "my-group", "my-topic"},
-	// success, more brokers
-	{map[string]string{"brokerList": "foo:9092,bar:9092", "consumerGroup": "my-group", "topic": "my-topic"}, false, 2, []string{"foo:9092", "bar:9092"}, "my-group", "my-topic"},
-
-	// tests with bootstrapServers
 	// failure, no consumer group
 	{map[string]string{"bootstrapServers": "foobar:9092"}, true, 1, []string{"foobar:9092"}, "", ""},
 	// failure, no topic