diff --git a/src/arith/pattern_match.h b/src/arith/pattern_match.h
index 01baaa8d13a2..7d1f315b3cb3 100644
--- a/src/arith/pattern_match.h
+++ b/src/arith/pattern_match.h
@@ -210,6 +210,73 @@ class PVar : public Pattern<PVar<T>> {
   mutable bool filled_{false};
 };
 
+/*!
+ * \brief Wrapper for pattern variable container with extra match logic.
+ *
+ * \tparam Derived the type of derived class.
+ * \tparam T the type of the hole.
+ */
+template <typename Derived, typename T>
+class PVarWithCheck : public arith::Pattern<PVarWithCheck<Derived, T>> {
+ public:
+  // Store by reference in the expression.
+  using Nested = const PVarWithCheck<Derived, T>&;
+
+  void InitMatch_() const { pvar_.InitMatch_(); }
+
+  bool Match_(const T& value) const {
+    if (!static_cast<const Derived*>(this)->Match_(value)) return false;
+    return pvar_.Match_(value);
+  }
+
+  template <typename NodeRefType,
+            typename = typename std::enable_if<std::is_base_of<NodeRefType, T>::value>::type>
+  bool Match_(const NodeRefType& value) const {
+    if (const auto* ptr = value.template as<typename T::ContainerType>()) {
+      return Match_(GetRef<T>(ptr));
+    } else {
+      return false;
+    }
+  }
+
+  T Eval() const { return pvar_.Eval(); }
+
+ protected:
+  arith::PVar<T> pvar_;
+};
+
+/*!
+ * \brief Pattern variable container with expr type check.
+ *
+ * \tparam T the type of the hole.
+ * \tparam DType the Pattern type of dtype.
+ */
+template <typename T, typename DType,
+          typename = std::enable_if<std::is_base_of<T, PrimExpr>::value>>
+class PVarWithDataType : public PVarWithCheck<PVarWithDataType<T, DType>, T> {
+ public:
+  explicit PVarWithDataType(const DType& dtype) : dtype_(dtype) {}
+
+  bool Match_(const T& value) const { return dtype_.Match_(value->dtype); }
+
+ protected:
+  typename DType::Nested dtype_;
+};
+
+/*!
+ * \brief Pattern variable container for data type with lanes.
+ */
+class PVecDataType : public PVarWithCheck<PVecDataType, DataType> {
+ public:
+  /*! \brief construct vector dtype placeholder with element type check */
+  explicit PVecDataType(const DataType& elem_dtype) : elem_dtype_(elem_dtype) {}
+
+  bool Match_(const DataType& dtype) const { return dtype.code() == elem_dtype_.code(); }
+
+ protected:
+  DataType elem_dtype_;
+};
+
 /*!
  * \brief Constant Pattern variable container.
  *
@@ -467,7 +534,7 @@ class PCastExpr : public Pattern<PCastExpr<DType, TA>> {
 /*!
  * \brief Construct a cast pattern.
  *
- * \param dtype The target data type, can be PVar<Type> or PConst<Type>.
+ * \param dtype The target data type, can be PVar<DataType> or PConst<DataType>.
  * \param value The input type.
  *
  * \return The result pattern.
diff --git a/tests/cpp/pattern_match_test.cc b/tests/cpp/pattern_match_test.cc
index 4194c760628a..2e386c48b75c 100644
--- a/tests/cpp/pattern_match_test.cc
+++ b/tests/cpp/pattern_match_test.cc
@@ -138,3 +138,25 @@ TEST(Pattern, IntImm) {
   // cannot match tx + 1 to v
   ICHECK(!(v * c).Match((tx + 1) * 3));
 }
+
+TEST(Pattern, MatchWithType) {
+  using namespace tvm;
+  // match expr with specified dtype
+  arith::PVarWithDataType<PrimExpr, arith::PConst<DataType>> pat(DataType::Float(32));
+  tir::Var x("x", DataType::Float(32));
+  tir::Var y("y", DataType::Float(32));
+  tir::Var x_int("x", DataType::Int(32));
+  tir::Var y_int("y", DataType::Int(32));
+  ICHECK(pat.Match(x + y * 2.0f));
+  ICHECK(!pat.Match(x_int + y_int * 2));
+
+  // match vectorized expr with specified element dtype
+  arith::PVecDataType vec_ty(DataType::Float(32));
+  arith::PVarWithDataType<PrimExpr, arith::PVecDataType> vpat(vec_ty);
+  tir::Var vx = tir::Var("x", DataType::Float(32, 8));
+  tir::Var vy("y", DataType::Float(32, 8));
+  tir::Var vx_int("x", DataType::Int(32, 8));
+  tir::Var vy_int("y", DataType::Int(32, 8));
+  ICHECK(vpat.Match(vx + vy * tir::Broadcast(2.0f, 8)));
+  ICHECK(!vpat.Match(vx_int + vy_int * tir::Broadcast(2, 8)));
+}