diff --git a/bundle/apps/interpolate_variables.go b/bundle/apps/interpolate_variables.go
new file mode 100644
index 000000000..206609a12
--- /dev/null
+++ b/bundle/apps/interpolate_variables.go
@@ -0,0 +1,69 @@
+package apps
+
+import (
+	"context"
+
+	"github.com/databricks/cli/bundle"
+	"github.com/databricks/cli/libs/diag"
+	"github.com/databricks/cli/libs/dyn"
+	"github.com/databricks/cli/libs/dyn/dynvar"
+)
+
+type interpolateVariables struct{}
+
+func (i *interpolateVariables) Apply(ctx context.Context, b *bundle.Bundle) diag.Diagnostics {
+	pattern := dyn.NewPattern(
+		dyn.Key("resources"),
+		dyn.Key("apps"),
+		dyn.AnyKey(),
+		dyn.Key("config"),
+	)
+
+	err := b.Config.Mutate(func(root dyn.Value) (dyn.Value, error) {
+		return dyn.MapByPattern(root, pattern, func(p dyn.Path, v dyn.Value) (dyn.Value, error) {
+			return dynvar.Resolve(v, func(path dyn.Path) (dyn.Value, error) {
+				switch path[0] {
+				case dyn.Key("databricks_pipeline"):
+					path = dyn.NewPath(dyn.Key("resources"), dyn.Key("pipelines")).Append(path[1:]...)
+				case dyn.Key("databricks_job"):
+					path = dyn.NewPath(dyn.Key("resources"), dyn.Key("jobs")).Append(path[1:]...)
+				case dyn.Key("databricks_mlflow_model"):
+					path = dyn.NewPath(dyn.Key("resources"), dyn.Key("models")).Append(path[1:]...)
+				case dyn.Key("databricks_mlflow_experiment"):
+					path = dyn.NewPath(dyn.Key("resources"), dyn.Key("experiments")).Append(path[1:]...)
+				case dyn.Key("databricks_model_serving"):
+					path = dyn.NewPath(dyn.Key("resources"), dyn.Key("model_serving_endpoints")).Append(path[1:]...)
+				case dyn.Key("databricks_registered_model"):
+					path = dyn.NewPath(dyn.Key("resources"), dyn.Key("registered_models")).Append(path[1:]...)
+				case dyn.Key("databricks_quality_monitor"):
+					path = dyn.NewPath(dyn.Key("resources"), dyn.Key("quality_monitors")).Append(path[1:]...)
+				case dyn.Key("databricks_schema"):
+					path = dyn.NewPath(dyn.Key("resources"), dyn.Key("schemas")).Append(path[1:]...)
+				case dyn.Key("databricks_volume"):
+					path = dyn.NewPath(dyn.Key("resources"), dyn.Key("volumes")).Append(path[1:]...)
+				case dyn.Key("databricks_cluster"):
+					path = dyn.NewPath(dyn.Key("resources"), dyn.Key("clusters")).Append(path[1:]...)
+				case dyn.Key("databricks_dashboard"):
+					path = dyn.NewPath(dyn.Key("resources"), dyn.Key("dashboards")).Append(path[1:]...)
+				case dyn.Key("databricks_app"):
+					path = dyn.NewPath(dyn.Key("resources"), dyn.Key("apps")).Append(path[1:]...)
+				default:
+					// Trigger "key not found" for unknown resource types.
+					return dyn.GetByPath(root, path)
+				}
+
+				return dyn.GetByPath(root, path)
+			})
+		})
+	})
+
+	return diag.FromErr(err)
+}
+
+func (i *interpolateVariables) Name() string {
+	return "apps.InterpolateVariables"
+}
+
+func InterpolateVariables() bundle.Mutator {
+	return &interpolateVariables{}
+}
diff --git a/bundle/apps/interpolate_variables_test.go b/bundle/apps/interpolate_variables_test.go
new file mode 100644
index 000000000..4fec8c6da
--- /dev/null
+++ b/bundle/apps/interpolate_variables_test.go
@@ -0,0 +1,49 @@
+package apps
+
+import (
+	"context"
+	"testing"
+
+	"github.com/databricks/cli/bundle"
+	"github.com/databricks/cli/bundle/config"
+	"github.com/databricks/cli/bundle/config/resources"
+	"github.com/databricks/databricks-sdk-go/service/apps"
+	"github.com/stretchr/testify/require"
+)
+
+func TestAppInterpolateVariables(t *testing.T) {
+	b := &bundle.Bundle{
+		Config: config.Root{
+			Resources: config.Resources{
+				Apps: map[string]*resources.App{
+					"my_app_1": {
+						App: &apps.App{
+							Name: "my_app_1",
+						},
+						Config: map[string]any{
+							"command": []string{"echo", "hello"},
+							"env": []map[string]string{
+								{"name": "JOB_ID", "value": "${resources.jobs.my_job.id}"},
+							},
+						},
+					},
+					"my_app_2": {
+						App: &apps.App{
+							Name: "my_app_2",
+						},
+					},
+				},
+				Jobs: map[string]*resources.Job{
+					"my_job": {
+						ID: "123",
+					},
+				},
+			},
+		},
+	}
+
+	diags := bundle.Apply(context.Background(), b, InterpolateVariables())
+	require.Empty(t, diags)
+	require.Equal(t, []any([]any{map[string]any{"name": "JOB_ID", "value": "123"}}), b.Config.Resources.Apps["my_app_1"].Config["env"])
+	require.Nil(t, b.Config.Resources.Apps["my_app_2"].Config)
+}
diff --git a/bundle/phases/deploy.go b/bundle/phases/deploy.go
index 2dc9623bd..17c09bcff 100644
--- a/bundle/phases/deploy.go
+++ b/bundle/phases/deploy.go
@@ -5,6 +5,7 @@ import (
 	"fmt"
 
 	"github.com/databricks/cli/bundle"
+	"github.com/databricks/cli/bundle/apps"
 	"github.com/databricks/cli/bundle/artifacts"
 	"github.com/databricks/cli/bundle/config"
 	"github.com/databricks/cli/bundle/config/mutator"
@@ -135,6 +136,8 @@ func Deploy(outputHandler sync.OutputHandler) bundle.Mutator {
 		bundle.Seq(
 			terraform.StatePush(),
 			terraform.Load(),
+			apps.InterpolateVariables(),
+			apps.UploadConfig(),
 			metadata.Compute(),
 			metadata.Upload(),
 			bundle.LogString("Deployment complete!"),
diff --git a/internal/bundle/apps_test.go b/internal/bundle/apps_test.go
index b25b3916e..89acc5cdc 100644
--- a/internal/bundle/apps_test.go
+++ b/internal/bundle/apps_test.go
@@ -2,6 +2,7 @@ package bundle
 
 import (
 	"fmt"
+	"io"
 	"testing"
 
 	"github.com/databricks/cli/internal"
@@ -48,6 +49,29 @@ func TestAccDeployBundleWithApp(t *testing.T) {
 	require.NoError(t, err)
 	require.NotNil(t, app)
 
+	// Check app config
+	currentUser, err := wt.W.CurrentUser.Me(ctx)
+	require.NoError(t, err)
+
+	pathToAppYml := fmt.Sprintf("/Workspace/Users/%s/.bundle/%s/files/app/app.yml", currentUser.UserName, uniqueId)
+	reader, err := wt.W.Workspace.Download(ctx, pathToAppYml)
+	require.NoError(t, err)
+
+	data, err := io.ReadAll(reader)
+	require.NoError(t, err)
+
+	job, err := wt.W.Jobs.GetBySettingsName(ctx, fmt.Sprintf("test-job-with-cluster-%s", uniqueId))
+
+	content := string(data)
+	require.Contains(t, content, fmt.Sprintf(`command:
+  - flask
+  - --app
+  - app
+  - run
+env:
+  - name: JOB_ID
+    value: "%d"`, job.JobId))
+
 	// Try to run the app
 	_, out, err := runResourceWithStderr(t, ctx, root, "test_app")
 	require.NoError(t, err)
diff --git a/internal/bundle/bundles/apps/template/databricks.yml.tmpl b/internal/bundle/bundles/apps/template/databricks.yml.tmpl
index 9ab21bf6f..4d862a06f 100644
--- a/internal/bundle/bundles/apps/template/databricks.yml.tmpl
+++ b/internal/bundle/bundles/apps/template/databricks.yml.tmpl
@@ -18,7 +18,7 @@ resources:
           - run
         env:
           - name: JOB_ID
-            valueFrom: "app-job"
+            value: ${resources.jobs.foo.id}
 
       resources:
         - name: "app-job"