diff --git a/tests/numpy/test_compile.py b/tests/numpy/test_compile.py
index 941766c05..4fe476ed0 100644
--- a/tests/numpy/test_compile.py
+++ b/tests/numpy/test_compile.py
@@ -2021,6 +2021,33 @@ def test_compile_function_with_direct_tlu_overflow(default_compilation_configura
         )
 
 
+@pytest.mark.parametrize(
+    "input_shape",
+    [
+        pytest.param((4,)),
+        pytest.param((3, 2)),
+        pytest.param((3, 2, 5)),
+        pytest.param((3, 2, 5, 3)),
+    ],
+)
+def test_compile_and_run_transpose_correctness(input_shape, default_compilation_configuration):
+    """Test function to make sure compilation and execution of transpose works properly"""
+
+    def transpose(x):
+        return numpy.transpose(x)
+
+    compiler_engine = compile_numpy_function(
+        transpose,
+        {"x": EncryptedTensor(Integer(64, False), input_shape)},
+        [numpy.random.randint(0, 120, size=input_shape) for i in range(20)],
+        default_compilation_configuration,
+    )
+    x = numpy.random.randint(0, 120, size=input_shape, dtype=numpy.uint8)
+    expected = transpose(x)
+    result = compiler_engine.run(x)
+    assert (expected == result).all()
+
+
 # pylint: disable=line-too-long
 @pytest.mark.parametrize(
     "function,parameters,inputset,error,match",