diff --git a/netbox/data_source_netbox_virtual_machines_test.go b/netbox/data_source_netbox_virtual_machines_test.go
index e2f476fa..3fcc6eb8 100644
--- a/netbox/data_source_netbox_virtual_machines_test.go
+++ b/netbox/data_source_netbox_virtual_machines_test.go
@@ -61,6 +61,28 @@ func TestAccNetboxVirtualMachinesDataSource_basic(t *testing.T) {
 	})
 }
 
+func TestAccNetboxVirtualMachinesDataSource_tags(t *testing.T) {
+	testSlug := "vm_ds_tags"
+	testName := testAccGetTestName(testSlug)
+	dependencies := testAccNetboxVirtualMachineDataSourceDependenciesWithTags(testName)
+	resource.ParallelTest(t, resource.TestCase{
+		Providers: testAccProviders,
+		Steps: []resource.TestStep{
+			{
+				Config: dependencies,
+			},
+			{
+				Config: dependencies + testAccNetboxVirtualMachineDataSourceTagA(testName) + testAccNetboxVirtualMachineDataSourceTagB(testName) + testAccNetboxVirtualMachineDataSourceTagAB(testName),
+				Check: resource.ComposeTestCheckFunc(
+					resource.TestCheckResourceAttr("data.netbox_virtual_machines.tag-a", "vms.#", "2"),
+					resource.TestCheckResourceAttr("data.netbox_virtual_machines.tag-b", "vms.#", "2"),
+					resource.TestCheckResourceAttr("data.netbox_virtual_machines.tag-ab", "vms.#", "1"),
+				),
+			},
+		},
+	})
+}
+
 func testAccNetboxVirtualMachineDataSourceDependencies(testName string) string {
 	return testAccNetboxVirtualMachineFullDependencies(testName) + fmt.Sprintf(`
 resource "netbox_virtual_machine" "test0" {
@@ -96,6 +118,53 @@ resource "netbox_virtual_machine" "test3" {
 `, testName)
 }
 
+func testAccNetboxVirtualMachineDataSourceDependenciesWithTags(testName string) string {
+	return testAccNetboxVirtualMachineFullDependencies(testName) + fmt.Sprintf(`
+resource "netbox_tag" "servicea" {
+	name      = "%[1]s_service-a"
+}
+
+resource "netbox_tag" "serviceb" {
+	name      = "%[1]s_service-b"
+}
+
+resource "netbox_virtual_machine" "test0" {
+  name = "%[1]s_0"
+  cluster_id = netbox_cluster.test.id
+  site_id = netbox_site.test.id
+  comments = "thisisacomment"
+  memory_mb = 1024
+  disk_size_gb = 256
+  tenant_id = netbox_tenant.test.id
+  role_id = netbox_device_role.test.id
+  platform_id = netbox_platform.test.id
+  vcpus = 4
+  tags = [
+		netbox_tag.servicea.name,
+		netbox_tag.serviceb.name,
+	]
+}
+
+resource "netbox_virtual_machine" "test1" {
+  name = "%[1]s_1"
+  cluster_id = netbox_cluster.test.id
+  site_id = netbox_site.test.id
+	tags = [
+		netbox_tag.servicea.name,
+	]
+}
+
+resource "netbox_virtual_machine" "test2" {
+  name = "%[1]s_2_regex"
+  cluster_id = netbox_cluster.test.id
+  site_id = netbox_site.test.id
+	tags = [
+		netbox_tag.serviceb.name,
+	]
+}
+`, testName)
+}
+
 const testAccNetboxVirtualMachineDataSourceFilterCluster = `
 data "netbox_virtual_machines" "test" {
   filter {
@@ -127,3 +196,37 @@ data "netbox_virtual_machines" "test" {
     value = netbox_cluster.test.id
   }
 }`
+
+func testAccNetboxVirtualMachineDataSourceTagA(testName string) string {
+	return fmt.Sprintf(`
+	data "netbox_virtual_machines" "tag-a" {
+		filter {
+			name  = "tag"
+			value = "%[1]s_service-a"
+		}
+	}`, testName)
+}
+
+func testAccNetboxVirtualMachineDataSourceTagB(testName string) string {
+	return fmt.Sprintf(`
+data "netbox_virtual_machines" "tag-b" {
+  filter {
+    name  = "tag"
+    value = "%[1]s_service-b"
+	}
+}`, testName)
+}
+
+func testAccNetboxVirtualMachineDataSourceTagAB(testName string) string {
+	return fmt.Sprintf(`
+data "netbox_virtual_machines" "tag-ab" {
+	filter {
+    name  = "tag"
+    value = "%[1]s_service-a"
+	}
+  filter {
+    name  = "tag"
+    value = "%[1]s_service-b"
+	}
+}`, testName)
+}