diff --git a/src/frontends/pytorch/src/op/index.cpp b/src/frontends/pytorch/src/op/index.cpp
index c1c4c1f11dc71f..e985d2ee7a6ebe 100644
--- a/src/frontends/pytorch/src/op/index.cpp
+++ b/src/frontends/pytorch/src/op/index.cpp
@@ -54,7 +54,7 @@ OutputVector translate_index(const NodeContext& context) {
         }
     }
     if (index_ov_type == element::boolean || index_ov_type == element::u8) {
-        auto nonzero = context.mark_node(std::make_shared<v3::NonZero>(indices, element::i32));
+        auto nonzero = context.mark_node(std::make_shared<v3::NonZero>(indices));
         auto input_order = context.mark_node(v0::Constant::create(element::i32, Shape{2}, {1, 0}));
         auto masked_id = context.mark_node(std::make_shared<v1::Transpose>(nonzero, input_order));
         auto gather = context.mark_node(std::make_shared<v8::GatherND>(x, masked_id));
diff --git a/src/frontends/pytorch/src/op/masked_scatter.cpp b/src/frontends/pytorch/src/op/masked_scatter.cpp
index df3d93358c9e92..aa83cf1a3d1d8f 100644
--- a/src/frontends/pytorch/src/op/masked_scatter.cpp
+++ b/src/frontends/pytorch/src/op/masked_scatter.cpp
@@ -34,7 +34,7 @@ OutputVector translate_masked_scatter(const NodeContext& context) {
     auto x_shape = context.mark_node(std::make_shared<v3::ShapeOf>(x, element::i32));
     auto expanded_mask =
         context.mark_node(std::make_shared<v3::Broadcast>(mask, x_shape, BroadcastType::BIDIRECTIONAL));
-    auto index = context.mark_node(std::make_shared<v3::NonZero>(expanded_mask, element::i32));
+    auto index = context.mark_node(std::make_shared<v3::NonZero>(expanded_mask));
     auto input_order = context.mark_node(v0::Constant::create(element::i32, Shape{2}, {1, 0}));
     index = context.mark_node(std::make_shared<v1::Transpose>(index, input_order));
     // source can be arbitary shape, select only relevant data
diff --git a/src/frontends/pytorch/src/transforms/aten_index_put_replacer.cpp b/src/frontends/pytorch/src/transforms/aten_index_put_replacer.cpp
index 015394d195a7a0..f962080a1d0e56 100644
--- a/src/frontends/pytorch/src/transforms/aten_index_put_replacer.cpp
+++ b/src/frontends/pytorch/src/transforms/aten_index_put_replacer.cpp
@@ -142,7 +142,7 @@ AtenIndexPutReplacer::AtenIndexPutReplacer() {
                 auto input_shape = rg.make<v3::ShapeOf>(input, element::i32);
                 auto input_rank = rg.make<v3::ShapeOf>(input_shape, element::i32);
                 auto one_const = v0::Constant::create(element::i32, Shape{1}, {1});
-                auto nonzero = rg.make<v3::NonZero>(index, element::i32);
+                auto nonzero = rg.make<v3::NonZero>(index);
                 auto input_order = v0::Constant::create(element::i32, Shape{2}, {1, 0});
                 index = rg.make<v1::Transpose>(nonzero, input_order);
                 auto result = rg.make<v3::ScatterNDUpdate>(input, index, values);
diff --git a/src/frontends/pytorch/src/transforms/aten_index_replacer.cpp b/src/frontends/pytorch/src/transforms/aten_index_replacer.cpp
index f22c7bacf8baf6..537cd36f658db3 100644
--- a/src/frontends/pytorch/src/transforms/aten_index_replacer.cpp
+++ b/src/frontends/pytorch/src/transforms/aten_index_replacer.cpp
@@ -76,7 +76,7 @@ AtenIndexToSelect::AtenIndexToSelect() {
             }
             auto index_dtype = indicies->get_output_element_type(0);
             if (index_dtype == element::boolean || index_dtype == element::u8) {
-                auto nonzero = rg.make<v3::NonZero>(indicies, element::i32);
+                auto nonzero = rg.make<v3::NonZero>(indicies);
                 auto input_order = v0::Constant::create(element::i32, Shape{2}, {1, 0});
                 auto masked_id = rg.make<v1::Transpose>(nonzero, input_order);
                 auto gather = rg.make<v8::GatherND>(input_node, masked_id);
diff --git a/src/frontends/pytorch/src/utils.cpp b/src/frontends/pytorch/src/utils.cpp
index 70ba4171770fbd..30bb4b496d6e8c 100644
--- a/src/frontends/pytorch/src/utils.cpp
+++ b/src/frontends/pytorch/src/utils.cpp
@@ -728,7 +728,7 @@ bool index_tensor_on_list(ov::pass::NodeRegistry& rg,
         auto id_dtype = indices[i].get_element_type();
         if (id_dtype == element::boolean || id_dtype == element::u8) {
             auto idx = rg.make<v0::Convert>(indices[i], element::u8);
-            auto nonzero = rg.make<v3::NonZero>(idx, element::i32);
+            auto nonzero = rg.make<v3::NonZero>(idx);
             auto input_order = rg.make<v0::Constant>(element::i32, Shape{2}, std::vector<int32_t>{1, 0});
             auto masked_id = rg.make<v1::Transpose>(nonzero, input_order);
             masked_indicies.push_back(masked_id);