diff --git a/src/tools/genpolicy/src/cronjob.rs b/src/tools/genpolicy/src/cronjob.rs
new file mode 100644
index 0000000000..f920095b41
--- /dev/null
+++ b/src/tools/genpolicy/src/cronjob.rs
@@ -0,0 +1,152 @@
+// Copyright (c) 2024 Microsoft Corporation
+//
+// SPDX-License-Identifier: Apache-2.0
+//
+
+// Allow K8s YAML field names.
+#![allow(non_snake_case)]
+
+use crate::job;
+use crate::obj_meta;
+use crate::pod;
+use crate::policy;
+use crate::settings;
+use crate::utils::Config;
+use crate::yaml;
+
+use async_trait::async_trait;
+use protocols::agent;
+use serde::{Deserialize, Serialize};
+use std::collections::BTreeMap;
+
+/// See Reference / Kubernetes API / Workload Resources / CronJob.
+#[derive(Clone, Debug, Serialize, Deserialize)]
+pub struct CronJob {
+    apiVersion: String,
+    kind: String,
+    metadata: obj_meta::ObjectMeta,
+    spec: CronJobSpec,
+    #[serde(skip)]
+    doc_mapping: serde_yaml::Value,
+}
+
+/// See Reference / Kubernetes API / Workload Resources / CronJob.
+#[derive(Clone, Debug, Serialize, Deserialize)]
+pub struct CronJobSpec {
+    jobTemplate: JobTemplateSpec,
+
+    #[serde(skip_serializing_if = "Option::is_none")]
+    concurrencyPolicy: Option<String>,
+
+    #[serde(skip_serializing_if = "Option::is_none")]
+    failedJobsHistoryLimit: Option<i32>,
+
+    schedule: Option<String>,
+
+    #[serde(skip_serializing_if = "Option::is_none")]
+    startingDeadlineSeconds: Option<i32>,
+
+    #[serde(skip_serializing_if = "Option::is_none")]
+    successfulJobsHistoryLimit: Option<i32>,
+
+    #[serde(skip_serializing_if = "Option::is_none")]
+    suspend: Option<bool>,
+
+    #[serde(skip_serializing_if = "Option::is_none")]
+    timeZone: Option<String>,
+
+    #[serde(skip_serializing_if = "Option::is_none")]
+    backoffLimit: Option<i32>,
+    // TODO: additional fields.
+}
+
+#[derive(Clone, Debug, Serialize, Deserialize)]
+pub struct JobTemplateSpec {
+    #[serde(skip_serializing_if = "Option::is_none")]
+    metadata: Option<obj_meta::ObjectMeta>,
+    spec: job::JobSpec,
+}
+
+#[async_trait]
+impl yaml::K8sResource for CronJob {
+    async fn init(
+        &mut self,
+        config: &Config,
+        doc_mapping: &serde_yaml::Value,
+        _silent_unsupported_fields: bool,
+    ) {
+        yaml::k8s_resource_init(&mut self.spec.jobTemplate.spec.template.spec, config).await;
+        self.doc_mapping = doc_mapping.clone();
+    }
+
+    fn get_sandbox_name(&self) -> Option<String> {
+        None
+    }
+
+    fn get_namespace(&self) -> Option<String> {
+        self.metadata.get_namespace()
+    }
+
+    fn get_container_mounts_and_storages(
+        &self,
+        policy_mounts: &mut Vec<policy::KataMount>,
+        storages: &mut Vec<agent::Storage>,
+        container: &pod::Container,
+        settings: &settings::Settings,
+    ) {
+        if let Some(volumes) = &self.spec.jobTemplate.spec.template.spec.volumes {
+            yaml::get_container_mounts_and_storages(
+                policy_mounts,
+                storages,
+                container,
+                settings,
+                volumes,
+            );
+        }
+    }
+
+    fn generate_policy(&self, agent_policy: &policy::AgentPolicy) -> String {
+        agent_policy.generate_policy(self)
+    }
+
+    fn serialize(&mut self, policy: &str) -> String {
+        yaml::add_policy_annotation(
+            &mut self.doc_mapping,
+            "spec.jobTemplate.spec.template",
+            policy,
+        );
+        serde_yaml::to_string(&self.doc_mapping).unwrap()
+    }
+
+    fn get_containers(&self) -> &Vec<pod::Container> {
+        &self.spec.jobTemplate.spec.template.spec.containers
+    }
+
+    fn get_annotations(&self) -> &Option<BTreeMap<String, String>> {
+        if let Some(metadata) = &self.spec.jobTemplate.spec.template.metadata {
+            return &metadata.annotations;
+        }
+        &None
+    }
+
+    fn use_host_network(&self) -> bool {
+        if let Some(host_network) = self.spec.jobTemplate.spec.template.spec.hostNetwork {
+            return host_network;
+        }
+        false
+    }
+
+    fn use_sandbox_pidns(&self) -> bool {
+        if let Some(shared) = self
+            .spec
+            .jobTemplate
+            .spec
+            .template
+            .spec
+            .shareProcessNamespace
+        {
+            return shared;
+        }
+        false
+    }
+}
diff --git a/src/tools/genpolicy/src/job.rs b/src/tools/genpolicy/src/job.rs
index ce536e98e1..72d7efd2d4 100644
--- a/src/tools/genpolicy/src/job.rs
+++ b/src/tools/genpolicy/src/job.rs
@@ -34,7 +34,7 @@ pub struct Job {
 /// See Reference / Kubernetes API / Workload Resources / Job.
 #[derive(Clone, Debug, Serialize, Deserialize)]
 pub struct JobSpec {
-    template: pod_template::PodTemplateSpec,
+    pub template: pod_template::PodTemplateSpec,
 
     #[serde(skip_serializing_if = "Option::is_none")]
     backoffLimit: Option<i32>,
diff --git a/src/tools/genpolicy/src/main.rs b/src/tools/genpolicy/src/main.rs
index 29ca79ba84..db17060491 100644
--- a/src/tools/genpolicy/src/main.rs
+++ b/src/tools/genpolicy/src/main.rs
@@ -7,6 +7,7 @@ use log::{debug, info};
 
 mod config_map;
 mod containerd;
+mod cronjob;
 mod daemon_set;
 mod deployment;
 mod job;
diff --git a/src/tools/genpolicy/src/yaml.rs b/src/tools/genpolicy/src/yaml.rs
index 45e4388a27..dd51f1117e 100644
--- a/src/tools/genpolicy/src/yaml.rs
+++ b/src/tools/genpolicy/src/yaml.rs
@@ -7,6 +7,7 @@
 #![allow(non_snake_case)]
 
 use crate::config_map;
+use crate::cronjob;
 use crate::daemon_set;
 use crate::deployment;
 use crate::job;
@@ -163,6 +164,14 @@ pub fn new_k8s_resource(
             debug!("{:#?}", &job);
             Ok((boxed::Box::new(job), header.kind))
         }
+        "CronJob" => {
+            let cronJob: cronjob::CronJob = serde_ignored::deserialize(d, |path| {
+                handle_unused_field(&path.to_string(), silent_unsupported_fields);
+            })
+            .unwrap();
+            debug!("{:#?}", &cronJob);
+            Ok((boxed::Box::new(cronJob), header.kind))
+        }
         "List" => {
             let list: list::List = serde_ignored::deserialize(d, |path| {
                 handle_unused_field(&path.to_string(), silent_unsupported_fields);
diff --git a/tests/integration/kubernetes/k8s-cron-job.bats b/tests/integration/kubernetes/k8s-cron-job.bats
new file mode 100644
index 0000000000..a40871eecd
--- /dev/null
+++ b/tests/integration/kubernetes/k8s-cron-job.bats
@@ -0,0 +1,59 @@
+#!/usr/bin/env bats
+#
+# Copyright (c) 2019 Intel Corporation
+#
+# SPDX-License-Identifier: Apache-2.0
+#
+
+load "${BATS_TEST_DIRNAME}/../../common.bash"
+load "${BATS_TEST_DIRNAME}/tests_common.sh"
+
+setup() {
+	get_pod_config_dir
+	job_name="cron-job-pi-test"
+	yaml_file="${pod_config_dir}/cron-job.yaml"
+
+	policy_settings_dir="$(create_tmp_policy_settings_dir "${pod_config_dir}")"
+	add_requests_to_policy_settings "${policy_settings_dir}" "ReadStreamRequest"
+	auto_generate_policy "${policy_settings_dir}" "${yaml_file}"
+}
+
+@test "Run a cron job to completion" {
+	# Create cron job
+	kubectl apply -f "${yaml_file}"
+
+	# Verify job
+	waitForProcess "$wait_time" "$sleep_time" "kubectl describe cronjobs.batch $job_name | grep SuccessfulCreate"
+
+	# List pods that belong to the cron-job
+	pod_name=$(kubectl get pods --no-headers -o custom-columns=":metadata.name" | grep '^cron-job-pi-test' | head -n 1)
+
+	# Verify that the job is completed
+	cmd="kubectl get pods -o jsonpath='{.items[*].status.phase}' | grep Succeeded"
+	waitForProcess "$wait_time" "$sleep_time" "$cmd"
+
+	# Verify the output of the pod
+	pi_number="3.14"
+	kubectl logs "$pod_name" | grep "$pi_number"
+}
+
+teardown() {
+	# Debugging information
+	kubectl describe pod "$pod_name"
+	kubectl describe cronjobs.batch/"$job_name"
+
+	# Clean-up
+
+	kubectl delete cronjobs.batch/"$job_name"
+	# Verify that the job is not running
+	run kubectl get cronjobs.batch
+	echo "$output"
+	[[ "$output" =~ "No resources found" ]]
+
+    # Verify that pod is not running
+	run kubectl get pods
+	echo "$output"
+	[[ "$output" =~ "No resources found" ]]
+
+	delete_tmp_policy_settings_dir "${policy_settings_dir}"
+}
diff --git a/tests/integration/kubernetes/run_kubernetes_tests.sh b/tests/integration/kubernetes/run_kubernetes_tests.sh
index 51f33ac482..2cbd9a0efa 100755
--- a/tests/integration/kubernetes/run_kubernetes_tests.sh
+++ b/tests/integration/kubernetes/run_kubernetes_tests.sh
@@ -37,6 +37,7 @@ else
 		"k8s-copy-file.bats" \
 		"k8s-cpu-ns.bats" \
 		"k8s-credentials-secrets.bats" \
+		"k8s-cron-job.bats" \
 		"k8s-custom-dns.bats" \
 		"k8s-empty-dirs.bats" \
 		"k8s-env.bats" \
diff --git a/tests/integration/kubernetes/runtimeclass_workloads/cron-job.yaml b/tests/integration/kubernetes/runtimeclass_workloads/cron-job.yaml
new file mode 100644
index 0000000000..56004117ea
--- /dev/null
+++ b/tests/integration/kubernetes/runtimeclass_workloads/cron-job.yaml
@@ -0,0 +1,15 @@
+apiVersion: batch/v1
+kind: CronJob
+metadata:
+  name: cron-job-pi-test
+spec:
+  schedule: "* * * * *"
+  jobTemplate:
+    spec:
+      template:
+        spec:
+          containers:
+          - name: pi
+            image: quay.io/prometheus/busybox:latest
+            command: ["/bin/sh", "-c", "echo 'scale=5; 4*a(1)' | bc -l"]
+          restartPolicy: OnFailure
\ No newline at end of file
diff --git a/tests/integration/kubernetes/setup.sh b/tests/integration/kubernetes/setup.sh
index 1f829d1ef0..907ad636c1 100644
--- a/tests/integration/kubernetes/setup.sh
+++ b/tests/integration/kubernetes/setup.sh
@@ -77,6 +77,13 @@ add_annotations_to_yaml() {
 		  "${K8S_TEST_YAML}"
 		;;
 
+	CronJob)
+		info "Adding \"${annotation_name}=${annotation_value}\" to ${resource_kind} from ${yaml_file}"
+		yq -i \
+		  ".spec.jobTemplate.spec.template.metadata.annotations.\"${annotation_name}\" = \"${annotation_value}\"" \
+		  "${K8S_TEST_YAML}"
+		;;
+
 	List)
 		info "Issue #7765: adding annotations to ${resource_kind} from ${yaml_file} is not implemented yet"
 		;;