diff --git a/src/backends/cl/workloads/ClGatherNdWorkload.hpp b/src/backends/cl/workloads/ClGatherNdWorkload.hpp
new file mode 100644
index 0000000..dd30024
--- /dev/null
+++ b/src/backends/cl/workloads/ClGatherNdWorkload.hpp
@@ -0,0 +1,42 @@
+//
+// Copyright © 2022 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include "ClBaseWorkload.hpp"
+
+#include "arm_compute/runtime/Tensor.h"
+#include "arm_compute/runtime/CL/functions/CLGather.h"
+#include "arm_compute/runtime/CL/functions/CLPixelWiseMultiplication.h"
+#include "arm_compute/runtime/CL/functions/CLReductionOperation.h"
+#include "arm_compute/runtime/CL/functions/CLReshapeLayer.h"
+
+namespace armnn
+{
+arm_compute::Status ClGatherNdWorkloadValidate(const TensorInfo& params,
+                                               const TensorInfo& indices,
+                                               const TensorInfo& output);
+
+class ClGatherNdWorkload : public ClBaseWorkload<GatherNdQueueDescriptor>
+{
+public:
+    ClGatherNdWorkload(const GatherNdQueueDescriptor& descriptor,
+                       const WorkloadInfo& info,
+                       const arm_compute::CLCompileContext& clCompileContext);
+    virtual void Execute() const override;
+
+private:
+    arm_compute::CLTensor m_FlattenedCoeff;
+    arm_compute::CLTensor m_OutputMul;
+    arm_compute::CLTensor m_FlattenedIndices;
+    arm_compute::CLTensor m_OutputGather;
+
+    mutable arm_compute::CLPixelWiseMultiplication m_MulLayer;
+    mutable arm_compute::CLReductionOperation m_ReduceSumLayer;
+    mutable arm_compute::CLGather m_GatherLayer;
+    mutable arm_compute::CLReshapeLayer m_ReshapeLayer;
+};
+
+} //namespace armnn
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