diff --git a/datasets/gnomad/_terraform/provider.tf b/datasets/gnomad/_terraform/provider.tf
new file mode 100644
index 000000000..82ef60b77
--- /dev/null
+++ b/datasets/gnomad/_terraform/provider.tf
@@ -0,0 +1,27 @@
+/**
+ * Copyright 2021 Google LLC
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+
+provider "google" {
+  project = var.project_id
+  region  = var.region
+}
+
+data "google_client_openid_userinfo" "me" {}
+
+output "impersonating-account" {
+  value = data.google_client_openid_userinfo.me.email
+}
diff --git a/datasets/gnomad/_terraform/variables.tf b/datasets/gnomad/_terraform/variables.tf
new file mode 100644
index 000000000..c3ec7c506
--- /dev/null
+++ b/datasets/gnomad/_terraform/variables.tf
@@ -0,0 +1,23 @@
+/**
+ * Copyright 2021 Google LLC
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+
+variable "project_id" {}
+variable "bucket_name_prefix" {}
+variable "impersonating_acct" {}
+variable "region" {}
+variable "env" {}
+
diff --git a/datasets/gnomad/copy_gcs_bucket/copy_gcs_bucket_dag.py b/datasets/gnomad/copy_gcs_bucket/copy_gcs_bucket_dag.py
new file mode 100644
index 000000000..f25d860f1
--- /dev/null
+++ b/datasets/gnomad/copy_gcs_bucket/copy_gcs_bucket_dag.py
@@ -0,0 +1,50 @@
+# Copyright 2021 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+
+from airflow import DAG
+from airflow.providers.google.cloud.operators import cloud_storage_transfer_service
+
+default_args = {
+    "owner": "Google",
+    "depends_on_past": False,
+    "start_date": "2021-03-01",
+}
+
+
+with DAG(
+    dag_id="gnomad.copy_gcs_bucket",
+    default_args=default_args,
+    max_active_runs=1,
+    schedule_interval="@once",
+    catchup=False,
+    default_view="graph",
+) as dag:
+
+    # Task to run a GCS to GCS operation using Google resources
+    gnomad_gcs_bucket_transfer = (
+        cloud_storage_transfer_service.CloudDataTransferServiceGCSToGCSOperator(
+            task_id="gnomad_gcs_bucket_transfer",
+            timeout=43200,
+            retries=0,
+            wait=True,
+            project_id="bigquery-public-data",
+            source_bucket="gnomad-public-requester-pays",
+            destination_bucket="gcp-public-data--gnomad",
+            google_impersonation_chain="{{ var.json.gnomad.service_account }}",
+            transfer_options={"deleteObjectsUniqueInSink": False},
+        )
+    )
+
+    gnomad_gcs_bucket_transfer
diff --git a/datasets/gnomad/copy_gcs_bucket/pipeline.yaml b/datasets/gnomad/copy_gcs_bucket/pipeline.yaml
new file mode 100644
index 000000000..b4dac3777
--- /dev/null
+++ b/datasets/gnomad/copy_gcs_bucket/pipeline.yaml
@@ -0,0 +1,62 @@
+# Copyright 2021 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+
+---
+resources: ~
+
+dag:
+  # [Required] Specify the Airflow version of the operators used by the DAG.
+  airflow_version: 2
+
+  # The DAG acronym stands for directed acyclic graph. This block represents
+  # your data pipeline along with every property and configuration it needs to
+  # onboard your data.
+  initialize:
+    dag_id: copy_gcs_bucket
+    default_args:
+      owner: "Google"
+
+      # When set to True, keeps a task from getting triggered if the previous schedule for the task hasn’t succeeded
+      depends_on_past: False
+      start_date: '2021-03-01'
+    max_active_runs: 1
+    schedule_interval: "@once"
+    catchup: False
+    default_view: graph
+
+
+  tasks:
+    - operator: "CloudDataTransferServiceGCSToGCSOperator"
+      description: "Task to run a GCS to GCS operation using Google resources"
+      args:
+        task_id: "gnomad_gcs_bucket_transfer"
+        timeout: 43200  # 12 hours
+        retries: 0
+        wait: True
+        project_id: bigquery-public-data
+        source_bucket: "gnomad-public-requester-pays"
+        destination_bucket: "gcp-public-data--gnomad"
+        google_impersonation_chain: "{{ var.json.gnomad.service_account }}"
+        transfer_options:
+          deleteObjectsUniqueInSink: False
+
+  graph_paths:
+    # This is where you specify the relationships (i.e. directed paths/edges)
+    # among the tasks specified above. Use the bitshift operator to define the
+    # relationships and the `task_id` value above to represent tasks.
+    #
+    # For more info, see
+    # https://airflow.apache.org/docs/apache-airflow/stable/tutorial.html#setting-up-dependencies
+    - "gnomad_gcs_bucket_transfer"
diff --git a/datasets/gnomad/dataset.yaml b/datasets/gnomad/dataset.yaml
new file mode 100644
index 000000000..2b3c21413
--- /dev/null
+++ b/datasets/gnomad/dataset.yaml
@@ -0,0 +1,36 @@
+# Copyright 2021 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+dataset:
+  # The `dataset` block includes properties for your dataset that will be shown
+  # to users of your data on the Google Cloud website.
+
+  # Must be exactly the same name as the folder name your dataset.yaml is in.
+  name: gnomad
+
+  # A friendly, human-readable name of the dataset
+  friendly_name: ~
+
+  # A short, descriptive summary of the dataset.
+  description: ~
+
+  # A list of sources the dataset is derived from, using the YAML list syntax.
+  dataset_sources: ~
+
+  # A list of terms and conditions that users of the dataset should agree on,
+  # using the YAML list syntax.
+  terms_of_use: ~
+
+
+resources: ~