diff --git a/internal/services/resource/resource_deployment_script_common.go b/internal/services/resource/resource_deployment_script_common.go
index 050d4eac60bfb..00d960f4ffd24 100644
--- a/internal/services/resource/resource_deployment_script_common.go
+++ b/internal/services/resource/resource_deployment_script_common.go
@@ -15,6 +15,7 @@ import (
 	"github.com/hashicorp/go-azure-sdk/resource-manager/resources/2020-10-01/deploymentscripts"
 	"github.com/hashicorp/terraform-provider-azurerm/helpers/validate"
 	"github.com/hashicorp/terraform-provider-azurerm/internal/sdk"
+	resourceValidate "github.com/hashicorp/terraform-provider-azurerm/internal/services/resource/validate"
 	"github.com/hashicorp/terraform-provider-azurerm/internal/tf/pluginsdk"
 	"github.com/hashicorp/terraform-provider-azurerm/internal/tf/validation"
 )
@@ -225,14 +226,14 @@ func getDeploymentScriptArguments(kind DeploymentScriptKind) map[string]*plugins
 			Type:         pluginsdk.TypeString,
 			Required:     true,
 			ForceNew:     true,
-			ValidateFunc: validation.StringIsNotEmpty,
+			ValidateFunc: resourceValidate.ResourceDeploymentScriptAzurePowerShellVersion,
 		}
 	} else {
 		result["version"] = &pluginsdk.Schema{
 			Type:         pluginsdk.TypeString,
 			Required:     true,
 			ForceNew:     true,
-			ValidateFunc: validation.StringIsNotEmpty,
+			ValidateFunc: resourceValidate.ResourceDeploymentScriptAzureCliVersion,
 		}
 	}
 
diff --git a/internal/services/resource/validate/resource_deployment_script_azure_cli_version.go b/internal/services/resource/validate/resource_deployment_script_azure_cli_version.go
new file mode 100644
index 0000000000000..94576db7a9086
--- /dev/null
+++ b/internal/services/resource/validate/resource_deployment_script_azure_cli_version.go
@@ -0,0 +1,20 @@
+package validate
+
+import (
+	"fmt"
+	"regexp"
+)
+
+func ResourceDeploymentScriptAzureCliVersion(i interface{}, k string) ([]string, []error) {
+	v, ok := i.(string)
+	if !ok {
+		return nil, []error{fmt.Errorf("expected type of %q to be string", k)}
+	}
+
+	var errors []error
+	if matched := regexp.MustCompile(`^\d+\.\d+\.\d+$`).Match([]byte(v)); !matched {
+		errors = append(errors, fmt.Errorf("%q should be in format x.y.z", k))
+	}
+
+	return nil, errors
+}
diff --git a/internal/services/resource/validate/resource_deployment_script_azure_cli_version_test.go b/internal/services/resource/validate/resource_deployment_script_azure_cli_version_test.go
new file mode 100644
index 0000000000000..3b88f76c85f22
--- /dev/null
+++ b/internal/services/resource/validate/resource_deployment_script_azure_cli_version_test.go
@@ -0,0 +1,55 @@
+package validate
+
+import "testing"
+
+func TestResourceDeploymentScriptAzureCliVersion(t *testing.T) {
+	cases := []struct {
+		Input string
+		Valid bool
+	}{
+
+		{
+			Input: "",
+			Valid: false,
+		},
+
+		{
+			Input: "2",
+			Valid: false,
+		},
+
+		{
+			Input: "1.1",
+			Valid: false,
+		},
+
+		{
+			Input: "3..",
+			Valid: false,
+		},
+
+		{
+			Input: "2.9.0.1",
+			Valid: true,
+		},
+
+		{
+			Input: "2.9.0",
+			Valid: true,
+		},
+
+		{
+			Input: "2.0.77",
+			Valid: true,
+		},
+	}
+	for _, tc := range cases {
+		t.Logf("[DEBUG] Testing Value %s", tc.Input)
+		_, errors := ResourceDeploymentScriptAzureCliVersion(tc.Input, "test")
+		valid := len(errors) == 0
+
+		if tc.Valid != valid {
+			t.Fatalf("Expected %t but got %t", tc.Valid, valid)
+		}
+	}
+}
diff --git a/internal/services/resource/validate/resource_deployment_script_azure_power_shell_version.go b/internal/services/resource/validate/resource_deployment_script_azure_power_shell_version.go
new file mode 100644
index 0000000000000..78ae11cecdbd6
--- /dev/null
+++ b/internal/services/resource/validate/resource_deployment_script_azure_power_shell_version.go
@@ -0,0 +1,20 @@
+package validate
+
+import (
+	"fmt"
+	"regexp"
+)
+
+func ResourceDeploymentScriptAzurePowerShellVersion(i interface{}, k string) ([]string, []error) {
+	v, ok := i.(string)
+	if !ok {
+		return nil, []error{fmt.Errorf("expected type of %q to be string", k)}
+	}
+
+	var errors []error
+	if matched := regexp.MustCompile(`^\d+\.\d+$`).Match([]byte(v)); !matched {
+		errors = append(errors, fmt.Errorf("%q should be in format x.y", k))
+	}
+
+	return nil, errors
+}
diff --git a/internal/services/resource/validate/resource_deployment_script_azure_power_shell_version_test.go b/internal/services/resource/validate/resource_deployment_script_azure_power_shell_version_test.go
new file mode 100644
index 0000000000000..9b627d697a00d
--- /dev/null
+++ b/internal/services/resource/validate/resource_deployment_script_azure_power_shell_version_test.go
@@ -0,0 +1,50 @@
+package validate
+
+import "testing"
+
+func TestResourceDeploymentScriptAzurePowerShellVersion(t *testing.T) {
+	cases := []struct {
+		Input string
+		Valid bool
+	}{
+
+		{
+			Input: "",
+			Valid: false,
+		},
+
+		{
+			Input: "2",
+			Valid: false,
+		},
+
+		{
+			Input: "1.1.1",
+			Valid: false,
+		},
+
+		{
+			Input: "3.",
+			Valid: false,
+		},
+
+		{
+			Input: "9.7",
+			Valid: true,
+		},
+
+		{
+			Input: "10.3",
+			Valid: true,
+		},
+	}
+	for _, tc := range cases {
+		t.Logf("[DEBUG] Testing Value %s", tc.Input)
+		_, errors := ResourceDeploymentScriptAzurePowerShellVersion(tc.Input, "test")
+		valid := len(errors) == 0
+
+		if tc.Valid != valid {
+			t.Fatalf("Expected %t but got %t", tc.Valid, valid)
+		}
+	}
+}