diff --git a/catboost/requirements.txt b/catboost/requirements.txt
index ffa40a30..63339895 100644
--- a/catboost/requirements.txt
+++ b/catboost/requirements.txt
@@ -1,3 +1,4 @@
 catboost>=0.26
-numpy
+# TODO(nzw0301): Remove this numpy version constraint when catboost support numpy 2.0, which is tracked by https://github.com/catboost/catboost/issues/2671.
+numpy<2.0.0
 scikit-learn