diff --git a/tests/unit/torch/tabular/test_transformations.py b/tests/unit/torch/tabular/test_transformations.py
index e3b2e00b47..5dc241888b 100644
--- a/tests/unit/torch/tabular/test_transformations.py
+++ b/tests/unit/torch/tabular/test_transformations.py
@@ -14,6 +14,7 @@
 # limitations under the License.
 #
 
+import numpy as np
 import pytest
 import torch
 from merlin.schema import Tags
@@ -21,6 +22,9 @@
 import transformers4rec.torch as tr
 from merlin_standard_lib import schema
 
+np.random.seed(0)
+torch.manual_seed(0)
+
 
 @pytest.mark.parametrize("replacement_prob", [0.1, 0.3, 0.5, 0.7])
 def test_stochastic_swap_noise(replacement_prob):
diff --git a/transformers4rec/torch/utils/schema_utils.py b/transformers4rec/torch/utils/schema_utils.py
index cf3d9d7f4f..2eed3de403 100644
--- a/transformers4rec/torch/utils/schema_utils.py
+++ b/transformers4rec/torch/utils/schema_utils.py
@@ -17,6 +17,7 @@
 import random
 from typing import Any, Dict, Optional
 
+import numpy as np
 import torch
 from merlin.schema.io.proto_utils import has_field
 
@@ -32,9 +33,15 @@ def random_data_from_schema(
     min_session_length: int = 5,
     device=None,
     ragged=False,
+    seed=0,
 ) -> TabularData:
     data: Dict[str, Any] = {}
 
+    random.seed(seed)
+    np.random.seed(seed)
+    if seed:
+        torch.manual_seed(seed)
+
     for i in range(num_rows):
         session_length = None
         if max_session_length: