diff --git a/encodings/sequence/src/compute/filter.rs b/encodings/sequence/src/compute/filter.rs
new file mode 100644
index 00000000000..757ce093807
--- /dev/null
+++ b/encodings/sequence/src/compute/filter.rs
@@ -0,0 +1,68 @@
+// SPDX-License-Identifier: Apache-2.0
+// SPDX-FileCopyrightText: Copyright the Vortex contributors
+
+use vortex_array::arrays::PrimitiveArray;
+use vortex_array::compute::{FilterKernel, FilterKernelAdapter};
+use vortex_array::validity::Validity;
+use vortex_array::{ArrayRef, IntoArray, register_kernel};
+use vortex_buffer::BufferMut;
+use vortex_dtype::{NativePType, match_each_native_ptype};
+use vortex_error::{VortexExpect, VortexResult};
+use vortex_mask::{AllOr, Mask};
+
+use crate::{SequenceArray, SequenceVTable};
+
+impl FilterKernel for SequenceVTable {
+    fn filter(&self, array: &SequenceArray, selection_mask: &Mask) -> VortexResult<ArrayRef> {
+        let validity = Validity::from(array.dtype().nullability());
+        match_each_native_ptype!(array.ptype(), |P| {
+            let mul = array.multiplier().as_primitive::<P>();
+            let base = array.base().as_primitive::<P>();
+            Ok(filter_impl(mul, base, selection_mask, validity))
+        })
+    }
+}
+
+register_kernel!(FilterKernelAdapter(SequenceVTable).lift());
+
+fn filter_impl<T: NativePType>(mul: T, base: T, mask: &Mask, validity: Validity) -> ArrayRef {
+    match mask.boolean_buffer() {
+        AllOr::All | AllOr::None => unreachable!("Handled by entrypoint function"),
+        AllOr::Some(mask) => {
+            let mut buffer = BufferMut::<T>::with_capacity(mask.count_set_bits());
+            buffer.extend(mask.set_indices().map(|idx| {
+                let i = T::from_usize(idx).vortex_expect("all valid indices fit");
+                base + i * mul
+            }));
+            PrimitiveArray::new(buffer.freeze(), validity).into_array()
+        }
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use rstest::rstest;
+    use vortex_array::compute::conformance::filter::{
+        LARGE_SIZE, MEDIUM_SIZE, test_filter_conformance,
+    };
+    use vortex_dtype::Nullability;
+
+    use crate::SequenceArray;
+
+    #[rstest]
+    #[case(SequenceArray::typed_new(0i32, 1, Nullability::NonNullable, 5).unwrap())]
+    #[case(SequenceArray::typed_new(10i32, 2, Nullability::NonNullable, 5).unwrap())]
+    #[case(SequenceArray::typed_new(100i32, -3, Nullability::NonNullable, 5).unwrap())]
+    #[case(SequenceArray::typed_new(0i32, 1, Nullability::NonNullable, 1).unwrap())]
+    #[case(SequenceArray::typed_new(0i32, 1, Nullability::NonNullable, MEDIUM_SIZE).unwrap())]
+    #[case(SequenceArray::typed_new(0i32, 1, Nullability::NonNullable, LARGE_SIZE).unwrap())]
+    #[case(SequenceArray::typed_new(0i64, 1, Nullability::NonNullable, 5).unwrap())]
+    #[case(SequenceArray::typed_new(1000i64, 50, Nullability::NonNullable, 5).unwrap())]
+    #[case(SequenceArray::typed_new(-100i64, 10, Nullability::NonNullable, MEDIUM_SIZE).unwrap())]
+    #[case(SequenceArray::typed_new(0u32, 1, Nullability::NonNullable, 5).unwrap())]
+    #[case(SequenceArray::typed_new(0u32, 5, Nullability::NonNullable, MEDIUM_SIZE).unwrap())]
+    #[case(SequenceArray::typed_new(0u64, 1, Nullability::NonNullable, LARGE_SIZE).unwrap())]
+    fn test_filter_sequence_conformance(#[case] array: SequenceArray) {
+        test_filter_conformance(array.as_ref());
+    }
+}
diff --git a/encodings/sequence/src/compute/mod.rs b/encodings/sequence/src/compute/mod.rs
index 3a9adf42bf5..b3d35a88b20 100644
--- a/encodings/sequence/src/compute/mod.rs
+++ b/encodings/sequence/src/compute/mod.rs
@@ -3,6 +3,7 @@
 
 mod cast;
 mod compare;
+mod filter;
 mod is_sorted;
 mod list_contains;
 mod min_max;