diff --git a/moto/s3/responses.py b/moto/s3/responses.py
index d34efc69..1a43884e 100644
--- a/moto/s3/responses.py
+++ b/moto/s3/responses.py
@@ -1750,8 +1750,15 @@ class ResponseObject(_TemplateEnvironmentMixin, ActionAuthenticatorMixin):
             upload_id = query["uploadId"][0]
             key = self.backend.complete_multipart(bucket_name, upload_id, body)
             template = self.response_template(S3_MULTIPART_COMPLETE_RESPONSE)
-            return template.render(
-                bucket_name=bucket_name, key_name=key.name, etag=key.etag
+            headers = {}
+            if key.version_id:
+                headers["x-amz-version-id"] = key.version_id
+            return (
+                200,
+                headers,
+                template.render(
+                    bucket_name=bucket_name, key_name=key.name, etag=key.etag
+                ),
             )
         elif "restore" in query:
             es = minidom.parseString(body).getElementsByTagName("Days")
diff --git a/tests/test_s3/test_s3.py b/tests/test_s3/test_s3.py
index d2215d8c..630baf1c 100644
--- a/tests/test_s3/test_s3.py
+++ b/tests/test_s3/test_s3.py
@@ -255,6 +255,23 @@ def test_multipart_etag():
     bucket.get_key("the-key").etag.should.equal(EXPECTED_ETAG)
 
 
+@mock_s3_deprecated
+@reduced_min_part_size
+def test_multipart_version():
+    # Create Bucket so that test can run
+    conn = boto.connect_s3("the_key", "the_secret")
+    bucket = conn.create_bucket("mybucket")
+    bucket.configure_versioning(versioning=True)
+    multipart = bucket.initiate_multipart_upload("the-key")
+    part1 = b"0" * REDUCED_PART_SIZE
+    multipart.upload_part_from_file(BytesIO(part1), 1)
+    # last part, can be less than 5 MB
+    part2 = b"1"
+    multipart.upload_part_from_file(BytesIO(part2), 2)
+    resp = multipart.complete_upload()
+    resp.version_id.should_not.be.none
+
+
 @mock_s3_deprecated
 @reduced_min_part_size
 def test_multipart_invalid_order():
@@ -2569,6 +2586,54 @@ def test_boto3_multipart_etag():
     resp["ETag"].should.equal(EXPECTED_ETAG)
 
 
+@mock_s3
+@reduced_min_part_size
+def test_boto3_multipart_version():
+    # Create Bucket so that test can run
+    s3 = boto3.client("s3", region_name=DEFAULT_REGION_NAME)
+    s3.create_bucket(Bucket="mybucket")
+
+    s3.put_bucket_versioning(
+        Bucket="mybucket", VersioningConfiguration={"Status": "Enabled"}
+    )
+
+    upload_id = s3.create_multipart_upload(Bucket="mybucket", Key="the-key")["UploadId"]
+    part1 = b"0" * REDUCED_PART_SIZE
+    etags = []
+    etags.append(
+        s3.upload_part(
+            Bucket="mybucket",
+            Key="the-key",
+            PartNumber=1,
+            UploadId=upload_id,
+            Body=part1,
+        )["ETag"]
+    )
+    # last part, can be less than 5 MB
+    part2 = b"1"
+    etags.append(
+        s3.upload_part(
+            Bucket="mybucket",
+            Key="the-key",
+            PartNumber=2,
+            UploadId=upload_id,
+            Body=part2,
+        )["ETag"]
+    )
+    response = s3.complete_multipart_upload(
+        Bucket="mybucket",
+        Key="the-key",
+        UploadId=upload_id,
+        MultipartUpload={
+            "Parts": [
+                {"ETag": etag, "PartNumber": i} for i, etag in enumerate(etags, 1)
+            ]
+        },
+    )
+
+    response["VersionId"].should.should_not.be.none
+
+
 @mock_s3
 @reduced_min_part_size
 def test_boto3_multipart_part_size():