diff --git a/crates/iceberg/src/writer/base_writer/mod.rs b/crates/iceberg/src/writer/base_writer/mod.rs
index 37ab97eb6d..ff1b8a4637 100644
--- a/crates/iceberg/src/writer/base_writer/mod.rs
+++ b/crates/iceberg/src/writer/base_writer/mod.rs
@@ -19,3 +19,4 @@
 
 pub mod data_file_writer;
 pub mod equality_delete_writer;
+pub mod sort_position_delete_writer;
diff --git a/crates/iceberg/src/writer/base_writer/sort_position_delete_writer.rs b/crates/iceberg/src/writer/base_writer/sort_position_delete_writer.rs
new file mode 100644
index 0000000000..ecdb617bdd
--- /dev/null
+++ b/crates/iceberg/src/writer/base_writer/sort_position_delete_writer.rs
@@ -0,0 +1,280 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+//! Sort position delete file writer.
+use std::collections::BTreeMap;
+use std::sync::Arc;
+
+use arrow_array::{ArrayRef, Int64Array, RecordBatch, StringArray};
+use arrow_schema::SchemaRef as ArrowSchemaRef;
+use once_cell::sync::Lazy;
+
+use crate::arrow::schema_to_arrow_schema;
+use crate::spec::{DataFile, NestedField, PrimitiveType, Schema, SchemaRef, Struct, Type};
+use crate::writer::file_writer::{FileWriter, FileWriterBuilder};
+use crate::writer::{IcebergWriter, IcebergWriterBuilder};
+use crate::Result;
+
+/// Builder for `MemoryPositionDeleteWriter`.
+#[derive(Clone)]
+pub struct SortPositionDeleteWriterBuilder<B: FileWriterBuilder> {
+    inner: B,
+    cache_num: usize,
+    partition_value: Option<Struct>,
+}
+
+impl<B: FileWriterBuilder> SortPositionDeleteWriterBuilder<B> {
+    /// Create a new `SortPositionDeleteWriterBuilder` using a `FileWriterBuilder`.
+    pub fn new(inner: B, cache_num: usize, partition_value: Option<Struct>) -> Self {
+        Self {
+            inner,
+            cache_num,
+            partition_value,
+        }
+    }
+}
+
+/// Schema for position delete file.
+pub static POSITION_DELETE_SCHEMA: Lazy<SchemaRef> = Lazy::new(|| {
+    Arc::new(
+        Schema::builder()
+            .with_fields(vec![
+                Arc::new(NestedField::required(
+                    2147483546,
+                    "file_path",
+                    Type::Primitive(PrimitiveType::String),
+                )),
+                Arc::new(NestedField::required(
+                    2147483545,
+                    "pos",
+                    Type::Primitive(PrimitiveType::Long),
+                )),
+            ])
+            .build()
+            .unwrap(),
+    )
+});
+
+/// Arrow schema for position delete file.
+pub static POSITION_DELETE_ARROW_SCHEMA: Lazy<ArrowSchemaRef> =
+    Lazy::new(|| Arc::new(schema_to_arrow_schema(&POSITION_DELETE_SCHEMA).unwrap()));
+
+#[async_trait::async_trait]
+impl<B: FileWriterBuilder> IcebergWriterBuilder<PositionDeleteInput, Vec<DataFile>>
+    for SortPositionDeleteWriterBuilder<B>
+{
+    type R = SortPositionDeleteWriter<B>;
+
+    async fn build(self) -> Result<Self::R> {
+        Ok(SortPositionDeleteWriter {
+            inner_writer_builder: self.inner.clone(),
+            cache_num: self.cache_num,
+            cache: BTreeMap::new(),
+            data_files: Vec::new(),
+            partition_value: self.partition_value.unwrap_or(Struct::empty()),
+        })
+    }
+}
+
+/// Position delete input.
+#[derive(Clone, PartialEq, Eq, PartialOrd, Ord, Debug)]
+pub struct PositionDeleteInput {
+    /// The path of the file.
+    pub path: String,
+    /// The offset of the position delete.
+    pub offset: i64,
+}
+
+/// The memory position delete writer.
+pub struct SortPositionDeleteWriter<B: FileWriterBuilder> {
+    inner_writer_builder: B,
+    cache_num: usize,
+    cache: BTreeMap<String, Vec<i64>>,
+    data_files: Vec<DataFile>,
+    partition_value: Struct,
+}
+
+impl<B: FileWriterBuilder> SortPositionDeleteWriter<B> {
+    /// Get the current number of cache rows.
+    pub fn current_cache_number(&self) -> usize {
+        self.cache.len()
+    }
+}
+
+impl<B: FileWriterBuilder> SortPositionDeleteWriter<B> {
+    async fn write_cache_out(&mut self) -> Result<()> {
+        let mut keys = Vec::new();
+        let mut values = Vec::new();
+        let mut cache = std::mem::take(&mut self.cache);
+        for (key, offsets) in cache.iter_mut() {
+            offsets.sort();
+            let key_ref = key.as_str();
+            for offset in offsets {
+                keys.push(key_ref);
+                values.push(*offset);
+            }
+        }
+        let key_array = Arc::new(StringArray::from(keys)) as ArrayRef;
+        let value_array = Arc::new(Int64Array::from(values)) as ArrayRef;
+        let record_batch = RecordBatch::try_new(POSITION_DELETE_ARROW_SCHEMA.clone(), vec![
+            key_array,
+            value_array,
+        ])?;
+        let mut writer = self.inner_writer_builder.clone().build().await?;
+        writer.write(&record_batch).await?;
+        self.data_files
+            .extend(writer.close().await?.into_iter().map(|mut res| {
+                res.content(crate::spec::DataContentType::PositionDeletes);
+                res.partition(self.partition_value.clone());
+                res.build().expect("Guaranteed to be valid")
+            }));
+        Ok(())
+    }
+}
+
+/// Implement `IcebergWriter` for `PositionDeleteWriter`.
+#[async_trait::async_trait]
+impl<B: FileWriterBuilder> IcebergWriter<PositionDeleteInput> for SortPositionDeleteWriter<B> {
+    async fn write(&mut self, input: PositionDeleteInput) -> Result<()> {
+        if let Some(v) = self.cache.get_mut(&input.path) {
+            v.push(input.offset);
+        } else {
+            self.cache
+                .insert(input.path.to_string(), vec![input.offset]);
+        }
+
+        if self.cache.len() >= self.cache_num {
+            self.write_cache_out().await?;
+        }
+        Ok(())
+    }
+
+    async fn close(&mut self) -> Result<Vec<DataFile>> {
+        self.write_cache_out().await?;
+        Ok(std::mem::take(&mut self.data_files))
+    }
+}
+
+#[cfg(test)]
+mod test {
+    use arrow_array::{Int64Array, StringArray};
+    use parquet::arrow::arrow_reader::ParquetRecordBatchReaderBuilder;
+    use parquet::file::properties::WriterProperties;
+    use tempfile::TempDir;
+
+    use super::POSITION_DELETE_SCHEMA;
+    use crate::io::FileIOBuilder;
+    use crate::spec::{DataContentType, DataFileFormat, Struct};
+    use crate::writer::base_writer::sort_position_delete_writer::{
+        PositionDeleteInput, SortPositionDeleteWriterBuilder,
+    };
+    use crate::writer::file_writer::location_generator::test::MockLocationGenerator;
+    use crate::writer::file_writer::location_generator::DefaultFileNameGenerator;
+    use crate::writer::file_writer::ParquetWriterBuilder;
+    use crate::writer::{IcebergWriter, IcebergWriterBuilder};
+    use crate::Result;
+
+    #[tokio::test]
+    async fn test_position_delete_writer() -> Result<()> {
+        let temp_dir = TempDir::new().unwrap();
+        let file_io = FileIOBuilder::new("memory").build().unwrap();
+        let location_gen =
+            MockLocationGenerator::new(temp_dir.path().to_str().unwrap().to_string());
+        let file_name_gen =
+            DefaultFileNameGenerator::new("test".to_string(), None, DataFileFormat::Parquet);
+
+        let pw = ParquetWriterBuilder::new(
+            WriterProperties::builder().build(),
+            POSITION_DELETE_SCHEMA.clone(),
+            file_io.clone(),
+            location_gen,
+            file_name_gen,
+        );
+        let mut position_delete_writer = SortPositionDeleteWriterBuilder::new(pw, 10, None)
+            .build()
+            .await?;
+
+        // Write some position delete inputs
+        let mut inputs = [
+            PositionDeleteInput {
+                path: "file2.parquet".to_string(),
+                offset: 2,
+            },
+            PositionDeleteInput {
+                path: "file2.parquet".to_string(),
+                offset: 1,
+            },
+            PositionDeleteInput {
+                path: "file2.parquet".to_string(),
+                offset: 3,
+            },
+            PositionDeleteInput {
+                path: "file3.parquet".to_string(),
+                offset: 2,
+            },
+            PositionDeleteInput {
+                path: "file1.parquet".to_string(),
+                offset: 5,
+            },
+            PositionDeleteInput {
+                path: "file1.parquet".to_string(),
+                offset: 4,
+            },
+            PositionDeleteInput {
+                path: "file1.parquet".to_string(),
+                offset: 1,
+            },
+        ];
+        for input in inputs.iter() {
+            position_delete_writer.write(input.clone()).await?;
+        }
+
+        let data_files = position_delete_writer.close().await.unwrap();
+        assert_eq!(data_files.len(), 1);
+        assert_eq!(data_files[0].file_format, DataFileFormat::Parquet);
+        assert_eq!(data_files[0].content, DataContentType::PositionDeletes);
+        assert_eq!(data_files[0].partition, Struct::empty());
+
+        let parquet_file = file_io
+            .new_input(&data_files[0].file_path)?
+            .read()
+            .await
+            .unwrap();
+        let builder = ParquetRecordBatchReaderBuilder::try_new(parquet_file).unwrap();
+        let reader = builder.build().unwrap();
+        let batches = reader.map(|x| x.unwrap()).collect::<Vec<_>>();
+
+        let path_column = batches[0]
+            .column(0)
+            .as_any()
+            .downcast_ref::<StringArray>()
+            .unwrap();
+        let offset_column = batches[0]
+            .column(1)
+            .as_any()
+            .downcast_ref::<Int64Array>()
+            .unwrap();
+
+        inputs.sort_by(|a, b| a.path.cmp(&b.path).then_with(|| a.offset.cmp(&b.offset)));
+        for (i, input) in inputs.iter().enumerate() {
+            assert_eq!(path_column.value(i), input.path);
+            assert_eq!(offset_column.value(i), input.offset);
+        }
+
+        Ok(())
+    }
+}