diff --git a/docs/source/changelog.rst b/docs/source/changelog.rst
index ae38ca8c..eca6f9ce 100644
--- a/docs/source/changelog.rst
+++ b/docs/source/changelog.rst
@@ -1,6 +1,10 @@
 Changelog
 =========
 
+0.3.2 / [TBD]
+------------------
+- Fix bug with querying for an array of floats (:issue:`123`)
+
 0.3.1 / 2018-02-13
 ------------------
 
diff --git a/pandas_gbq/gbq.py b/pandas_gbq/gbq.py
index 382f276b..c8eed83b 100644
--- a/pandas_gbq/gbq.py
+++ b/pandas_gbq/gbq.py
@@ -720,6 +720,8 @@ def _parse_data(schema, rows):
     col_names = [str(field['name']) for field in fields]
     col_dtypes = [
         dtype_map.get(field['type'].upper(), object)
+        if field['mode'] != 'repeated'
+        else object
         for field in fields
     ]
     page_array = np.zeros((len(rows),), dtype=lzip(col_names, col_dtypes))
diff --git a/pandas_gbq/tests/test_gbq.py b/pandas_gbq/tests/test_gbq.py
index 97f4729e..e1bedef0 100644
--- a/pandas_gbq/tests/test_gbq.py
+++ b/pandas_gbq/tests/test_gbq.py
@@ -973,6 +973,14 @@ def test_array_agg(self):
         tm.assert_frame_equal(df, DataFrame([["a", [1, 3]], ["b", [2]]],
                               columns=["letter", "numbers"]))
 
+    def test_array_of_floats(self):
+        query = """select [1.1, 2.2, 3.3] as a, 4 as b"""
+        df = gbq.read_gbq(query, project_id=_get_project_id(),
+                          private_key=_get_private_key_path(),
+                          dialect='standard')
+        tm.assert_frame_equal(df, DataFrame([[[1.1, 2.2, 3.3], 4]],
+                              columns=["a", "b"]))
+
 
 class TestToGBQIntegrationWithServiceAccountKeyPath(object):
     # Changes to BigQuery table schema may take up to 2 minutes as of May 2015