diff --git a/datafusion/functions/src/unicode/translate.rs b/datafusion/functions/src/unicode/translate.rs
index 5f64d8875bf5..a42b9c6cb857 100644
--- a/datafusion/functions/src/unicode/translate.rs
+++ b/datafusion/functions/src/unicode/translate.rs
@@ -18,18 +18,18 @@
 use std::any::Any;
 use std::sync::Arc;
 
-use arrow::array::{ArrayRef, GenericStringArray, OffsetSizeTrait};
+use arrow::array::{
+    ArrayAccessor, ArrayIter, ArrayRef, AsArray, GenericStringArray, OffsetSizeTrait,
+};
 use arrow::datatypes::DataType;
 use hashbrown::HashMap;
 use unicode_segmentation::UnicodeSegmentation;
 
-use datafusion_common::cast::as_generic_string_array;
+use crate::utils::{make_scalar_function, utf8_to_str_type};
 use datafusion_common::{exec_err, Result};
 use datafusion_expr::TypeSignature::Exact;
 use datafusion_expr::{ColumnarValue, ScalarUDFImpl, Signature, Volatility};
 
-use crate::utils::{make_scalar_function, utf8_to_str_type};
-
 #[derive(Debug)]
 pub struct TranslateFunc {
     signature: Signature,
@@ -46,7 +46,10 @@ impl TranslateFunc {
         use DataType::*;
         Self {
             signature: Signature::one_of(
-                vec![Exact(vec![Utf8, Utf8, Utf8])],
+                vec![
+                    Exact(vec![Utf8View, Utf8, Utf8]),
+                    Exact(vec![Utf8, Utf8, Utf8]),
+                ],
                 Volatility::Immutable,
             ),
         }
@@ -71,27 +74,54 @@ impl ScalarUDFImpl for TranslateFunc {
     }
 
     fn invoke(&self, args: &[ColumnarValue]) -> Result<ColumnarValue> {
-        match args[0].data_type() {
-            DataType::Utf8 => make_scalar_function(translate::<i32>, vec![])(args),
-            DataType::LargeUtf8 => make_scalar_function(translate::<i64>, vec![])(args),
-            other => {
-                exec_err!("Unsupported data type {other:?} for function translate")
-            }
+        make_scalar_function(invoke_translate, vec![])(args)
+    }
+}
+
+fn invoke_translate(args: &[ArrayRef]) -> Result<ArrayRef> {
+    match args[0].data_type() {
+        DataType::Utf8View => {
+            let string_array = args[0].as_string_view();
+            let from_array = args[1].as_string::<i32>();
+            let to_array = args[2].as_string::<i32>();
+            translate::<i32, _, _>(string_array, from_array, to_array)
+        }
+        DataType::Utf8 => {
+            let string_array = args[0].as_string::<i32>();
+            let from_array = args[1].as_string::<i32>();
+            let to_array = args[2].as_string::<i32>();
+            translate::<i32, _, _>(string_array, from_array, to_array)
+        }
+        DataType::LargeUtf8 => {
+            let string_array = args[0].as_string::<i64>();
+            let from_array = args[1].as_string::<i64>();
+            let to_array = args[2].as_string::<i64>();
+            translate::<i64, _, _>(string_array, from_array, to_array)
+        }
+        other => {
+            exec_err!("Unsupported data type {other:?} for function translate")
         }
     }
 }
 
 /// Replaces each character in string that matches a character in the from set with the corresponding character in the to set. If from is longer than to, occurrences of the extra characters in from are deleted.
 /// translate('12345', '143', 'ax') = 'a2x5'
-fn translate<T: OffsetSizeTrait>(args: &[ArrayRef]) -> Result<ArrayRef> {
-    let string_array = as_generic_string_array::<T>(&args[0])?;
-    let from_array = as_generic_string_array::<T>(&args[1])?;
-    let to_array = as_generic_string_array::<T>(&args[2])?;
-
-    let result = string_array
-        .iter()
-        .zip(from_array.iter())
-        .zip(to_array.iter())
+fn translate<'a, T: OffsetSizeTrait, V, B>(
+    string_array: V,
+    from_array: B,
+    to_array: B,
+) -> Result<ArrayRef>
+where
+    V: ArrayAccessor<Item = &'a str>,
+    B: ArrayAccessor<Item = &'a str>,
+{
+    let string_array_iter = ArrayIter::new(string_array);
+    let from_array_iter = ArrayIter::new(from_array);
+    let to_array_iter = ArrayIter::new(to_array);
+
+    let result = string_array_iter
+        .zip(from_array_iter)
+        .zip(to_array_iter)
         .map(|((string, from), to)| match (string, from, to) {
             (Some(string), Some(from), Some(to)) => {
                 // create a hashmap of [char, index] to change from O(n) to O(1) for from list
diff --git a/datafusion/sqllogictest/test_files/string_view.slt b/datafusion/sqllogictest/test_files/string_view.slt
index fcd71b7f7e94..2bfc0978ba5d 100644
--- a/datafusion/sqllogictest/test_files/string_view.slt
+++ b/datafusion/sqllogictest/test_files/string_view.slt
@@ -425,6 +425,43 @@ logical_plan
 01)Projection: starts_with(test.column1_utf8view, Utf8View("äöüß")) AS c1, starts_with(test.column1_utf8view, Utf8View("")) AS c2, starts_with(test.column1_utf8view, Utf8View(NULL)) AS c3, starts_with(Utf8View(NULL), test.column1_utf8view) AS c4
 02)--TableScan: test projection=[column1_utf8view]
 
+### Test TRANSLATE
+
+# Should run TRANSLATE using utf8view column successfully
+query T
+SELECT
+  TRANSLATE(column1_utf8view, 'foo', 'bar') as c
+FROM test;
+----
+Andrew
+Xiangpeng
+Raphael
+NULL
+
+# Should run TRANSLATE using utf8 column successfully
+query T
+SELECT
+  TRANSLATE(column1_utf8, 'foo', 'bar') as c
+FROM test;
+----
+Andrew
+Xiangpeng
+Raphael
+NULL
+
+# Should run TRANSLATE using large_utf8 column successfully
+query T
+SELECT
+  TRANSLATE(column1_large_utf8, 'foo', 'bar') as c
+FROM test;
+----
+Andrew
+Xiangpeng
+Raphael
+NULL
+
+
+
 ### Initcap
 
 query TT
@@ -895,14 +932,13 @@ logical_plan
 02)--TableScan: test projection=[column1_utf8view, column2_utf8view]
 
 ## Ensure no casts for TRANSLATE
-## TODO file ticket
 query TT
 EXPLAIN SELECT
   TRANSLATE(column1_utf8view, 'foo', 'bar') as c
 FROM test;
 ----
 logical_plan
-01)Projection: translate(CAST(test.column1_utf8view AS Utf8), Utf8("foo"), Utf8("bar")) AS c
+01)Projection: translate(test.column1_utf8view, Utf8("foo"), Utf8("bar")) AS c
 02)--TableScan: test projection=[column1_utf8view]
 
 ## Ensure no casts for FIND_IN_SET