diff --git a/rdt/transformers/utils.py b/rdt/transformers/utils.py
index a0ddaac4..8be7609d 100644
--- a/rdt/transformers/utils.py
+++ b/rdt/transformers/utils.py
@@ -252,8 +252,11 @@ def learn_rounding_digits(data):
         int or None:
             Number of digits to round to.
     """
-    # check if data has any decimals
     name = data.name
+    if isinstance(data.dtype, pd.ArrowDtype):
+        data = data.to_numpy()
+
+    # check if data has any decimals
     roundable_data = data[~(np.isinf(data.astype(float)) | pd.isna(data))]
 
     # Doesn't contain numbers
diff --git a/tests/unit/transformers/test_numerical.py b/tests/unit/transformers/test_numerical.py
index a878075f..314b6206 100644
--- a/tests/unit/transformers/test_numerical.py
+++ b/tests/unit/transformers/test_numerical.py
@@ -5,7 +5,6 @@
 import copulas
 import numpy as np
 import pandas as pd
-import pyarrow as pa
 import pytest
 from copulas import univariate
 from pandas.api.types import is_float_dtype
diff --git a/tests/unit/transformers/test_utils.py b/tests/unit/transformers/test_utils.py
index 164b3a20..4a0ba2ea 100644
--- a/tests/unit/transformers/test_utils.py
+++ b/tests/unit/transformers/test_utils.py
@@ -5,7 +5,6 @@
 
 import numpy as np
 import pandas as pd
-import pyarrow as pa
 import pytest
 
 from rdt.transformers.utils import (
@@ -238,6 +237,18 @@ def test_learn_rounding_digits_pyarrow():
     assert output == 0
 
 
+def test_learn_rounding_digits_pyarrow_float():
+    """Test it learns the proper amount of digits with pyarrow."""
+    # Setup
+    data = pd.Series([0.5, 0.19, 3], dtype='float64[pyarrow]')
+
+    # Run
+    output = learn_rounding_digits(data)
+
+    # Assert
+    assert output == 2
+
+
 def test_learn_rounding_digits_negative_decimals_float():
     """Test the learn_rounding_digits method with floats multiples of powers of 10.