diff --git a/db/post_migrate/20220310141349_remove_dependency_list_usage_data_from_redis.rb b/db/post_migrate/20220310141349_remove_dependency_list_usage_data_from_redis.rb
new file mode 100644
index 0000000000000000000000000000000000000000..3c1e671452917379593b7fd67694f4b7b587e85a
--- /dev/null
+++ b/db/post_migrate/20220310141349_remove_dependency_list_usage_data_from_redis.rb
@@ -0,0 +1,13 @@
+# frozen_string_literal: true
+
+class RemoveDependencyListUsageDataFromRedis < Gitlab::Database::Migration[1.0]
+  disable_ddl_transaction!
+
+  def up
+    Gitlab::Redis::SharedState.with { |r| r.del("DEPENDENCY_LIST_USAGE_COUNTER") }
+  end
+
+  def down
+    # no-op
+  end
+end
diff --git a/db/schema_migrations/20220310141349 b/db/schema_migrations/20220310141349
new file mode 100644
index 0000000000000000000000000000000000000000..d52b2d997a4df34d57b99eac3d7e267d3525ea1d
--- /dev/null
+++ b/db/schema_migrations/20220310141349
@@ -0,0 +1 @@
+39785d4140c7345ddbe62417576381654ce22d505ee5c92a84425f0a3f8e4935
\ No newline at end of file
diff --git a/ee/app/controllers/projects/dependencies_controller.rb b/ee/app/controllers/projects/dependencies_controller.rb
index 9d4294524323ecdf4f9ae67bb0a0df1818b0916c..d634e6ed1adb49ef6688ac80ecb516a00ba32f40 100644
--- a/ee/app/controllers/projects/dependencies_controller.rb
+++ b/ee/app/controllers/projects/dependencies_controller.rb
@@ -18,8 +18,6 @@ def index
           render status: :ok
         end
         format.json do
-          ::Gitlab::UsageCounters::DependencyList.increment(project.id)
-
           render json: serializer.represent(dependencies, build: report_service.build)
         end
       end
diff --git a/ee/config/metrics/counts_all/20210216175211_dependency_list_usages_total.yml b/ee/config/metrics/counts_all/20210216175211_dependency_list_usages_total.yml
index a4e877dd099b03eab0bd6b619902248566e353c6..042defc4ac0f1474a55f3995e4917361770b2873 100644
--- a/ee/config/metrics/counts_all/20210216175211_dependency_list_usages_total.yml
+++ b/ee/config/metrics/counts_all/20210216175211_dependency_list_usages_total.yml
@@ -7,7 +7,8 @@ product_stage: secure
 product_group: group::composition analysis
 product_category: dependency_scanning
 value_type: number
-status: active
+status: removed
+milestone_removed: "14.9"
 time_frame: all
 data_source: redis
 distribution:
diff --git a/ee/lib/ee/gitlab/usage_data.rb b/ee/lib/ee/gitlab/usage_data.rb
index c68fece8a88ada75d207e73a4ff45b5793c6e1e7..2d793cff2e38883c7959eba75a0b30872fb52732 100644
--- a/ee/lib/ee/gitlab/usage_data.rb
+++ b/ee/lib/ee/gitlab/usage_data.rb
@@ -201,7 +201,6 @@ def system_usage_data
             usage_data[:counts].merge!(
               {
                 confidential_epics: count(::Epic.confidential),
-                dependency_list_usages_total: redis_usage_data { ::Gitlab::UsageCounters::DependencyList.usage_totals[:total] },
                 epics: count(::Epic),
                 epic_issues: count(::EpicIssue),
                 geo_nodes: count(::GeoNode),
diff --git a/ee/lib/gitlab/usage_counters/dependency_list.rb b/ee/lib/gitlab/usage_counters/dependency_list.rb
deleted file mode 100644
index da897639618d4026cfaa2614420422755b77aa89..0000000000000000000000000000000000000000
--- a/ee/lib/gitlab/usage_counters/dependency_list.rb
+++ /dev/null
@@ -1,11 +0,0 @@
-# frozen_string_literal: true
-
-module Gitlab
-  module UsageCounters
-    class DependencyList < Common
-      def self.base_key
-        'DEPENDENCY_LIST_USAGE_COUNTER'
-      end
-    end
-  end
-end
diff --git a/ee/spec/controllers/projects/dependencies_controller_spec.rb b/ee/spec/controllers/projects/dependencies_controller_spec.rb
index b2083605ee05d1e22c27c347b91e6c23a8590a49..9337d1f1fd28c647738eff80bc843392f554a178 100644
--- a/ee/spec/controllers/projects/dependencies_controller_spec.rb
+++ b/ee/spec/controllers/projects/dependencies_controller_spec.rb
@@ -43,16 +43,6 @@
           end
         end
 
-        context 'when usage ping is collected' do
-          let(:user) { developer }
-
-          it 'counts usage of the feature' do
-            expect(::Gitlab::UsageCounters::DependencyList).to receive(:increment).with(project.id)
-
-            get :index, params: params, format: :json
-          end
-        end
-
         context 'with existing report' do
           let_it_be(:pipeline) { create(:ee_ci_pipeline, :with_dependency_list_report, project: project) }
 
diff --git a/ee/spec/lib/ee/gitlab/usage_data_spec.rb b/ee/spec/lib/ee/gitlab/usage_data_spec.rb
index 418556fd03a462b03a73ecc1946c52e40ce17561..70aece52b280db2102107cdfd90f10c151f798df 100644
--- a/ee/spec/lib/ee/gitlab/usage_data_spec.rb
+++ b/ee/spec/lib/ee/gitlab/usage_data_spec.rb
@@ -93,7 +93,6 @@
         container_scanning_jobs
         coverage_fuzzing_jobs
         dast_jobs
-        dependency_list_usages_total
         dependency_scanning_jobs
         epics
         epics_deepest_relationship_level
diff --git a/ee/spec/lib/gitlab/usage_counters/dependency_list_spec.rb b/ee/spec/lib/gitlab/usage_counters/dependency_list_spec.rb
deleted file mode 100644
index 66c6fc3531fe9913a659c9bf351dff4ec12ddbe4..0000000000000000000000000000000000000000
--- a/ee/spec/lib/gitlab/usage_counters/dependency_list_spec.rb
+++ /dev/null
@@ -1,7 +0,0 @@
-# frozen_string_literal: true
-
-require 'spec_helper'
-
-RSpec.describe Gitlab::UsageCounters::DependencyList, :clean_gitlab_redis_shared_state do
-  it_behaves_like 'a usage counter'
-end
diff --git a/ee/spec/lib/gitlab/usage_counters/pod_logs_spec.rb b/spec/lib/gitlab/usage_counters/pod_logs_spec.rb
similarity index 100%
rename from ee/spec/lib/gitlab/usage_counters/pod_logs_spec.rb
rename to spec/lib/gitlab/usage_counters/pod_logs_spec.rb
diff --git a/spec/migrations/20220310141349_remove_dependency_list_usage_data_from_redis_spec.rb b/spec/migrations/20220310141349_remove_dependency_list_usage_data_from_redis_spec.rb
new file mode 100644
index 0000000000000000000000000000000000000000..c00685c139777642bcc28ba5a59113543788e80f
--- /dev/null
+++ b/spec/migrations/20220310141349_remove_dependency_list_usage_data_from_redis_spec.rb
@@ -0,0 +1,23 @@
+# frozen_string_literal: true
+
+require 'spec_helper'
+require_migration!
+
+RSpec.describe RemoveDependencyListUsageDataFromRedis, :migration, :clean_gitlab_redis_shared_state do
+  let(:key) { "DEPENDENCY_LIST_USAGE_COUNTER" }
+
+  describe "#up" do
+    it 'removes the hash from redis' do
+      with_redis do |redis|
+        redis.hincrby(key, 1, 1)
+        redis.hincrby(key, 2, 1)
+      end
+
+      expect { migrate! }.to change { with_redis { |r| r.hgetall(key) } }.from({ '1' => '1', '2' => '1' }).to({})
+    end
+  end
+
+  def with_redis(&block)
+    Gitlab::Redis::SharedState.with(&block)
+  end
+end
diff --git a/ee/spec/support/shared_examples/lib/gitlab/usage_counters/usage_counter_shared_examples.rb b/spec/support/shared_examples/lib/gitlab/usage_data_counters/usage_counter_shared_examples.rb
similarity index 100%
rename from ee/spec/support/shared_examples/lib/gitlab/usage_counters/usage_counter_shared_examples.rb
rename to spec/support/shared_examples/lib/gitlab/usage_data_counters/usage_counter_shared_examples.rb