diff --git a/python/requirements/ml/requirements_tune.txt b/python/requirements/ml/requirements_tune.txt
index dc51d53062d5..7cc5dafa728e 100644
--- a/python/requirements/ml/requirements_tune.txt
+++ b/python/requirements/ml/requirements_tune.txt
@@ -36,5 +36,5 @@ sigopt==7.5.0
 timm==0.4.5
 transformers==4.18.0
 wandb==0.12.15
-xgboost==1.3.3
+xgboost==1.6.0
 zoopt==0.4.1