diff --git a/python/requirements/ml/core-requirements.txt b/python/requirements/ml/core-requirements.txt
index 2d6948ccef11..2652ca9bf5ef 100644
--- a/python/requirements/ml/core-requirements.txt
+++ b/python/requirements/ml/core-requirements.txt
@@ -4,7 +4,7 @@ mlflow>=2.22.0
 wandb==0.17.0
 
 # ML training frameworks
-xgboost==2.1.0
+xgboost==3.1.0
 lightgbm==4.6.0
 
 # Huggingface