diff --git a/CHANGELOG.md b/CHANGELOG.md
index ddd9d4c..9cc916e 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,27 @@
 # Changelog
 
+## [0.3.2] - 2025-06-12
+
+### Added
+
+- Added reject functionality for scheduled jobs with bulk operations support
+- New "Reject Selected" button in scheduled jobs view alongside "Execute Selected"
+- Added `RejectJobService` for handling job rejection logic
+- Added confirmation dialog for reject operations to prevent accidental job cancellation
+- Added `POST /reject_jobs` route for bulk rejection operations
+
+### Improved
+
+- Enhanced scheduled jobs UI with dual action buttons (Execute/Reject)
+- Improved JavaScript form handling to prevent duplicate job ID submissions
+- Added proper error handling and success messaging for reject operations
+- Optimized button state management for better user experience
+
+### Fixed
+
+- Fixed duplicate job ID issue in form submissions for bulk operations
+- Corrected JavaScript form submission logic to prevent parameter duplication
+
 ## [0.3.1] - 2024-03-28
 
 ### Improved
diff --git a/Gemfile.lock b/Gemfile.lock
index f869342..9baf274 100644
--- a/Gemfile.lock
+++ b/Gemfile.lock
@@ -1,7 +1,7 @@
 PATH
   remote: .
   specs:
-    solid_queue_monitor (0.2.0)
+    solid_queue_monitor (0.3.2)
       rails (>= 7.0)
       solid_queue (>= 0.1.0)
 
@@ -255,9 +255,6 @@ GEM
       fugit (~> 1.11.0)
       railties (>= 7.1)
       thor (~> 1.3.1)
-    sqlite3 (2.6.0)
-      mini_portile2 (~> 2.8.0)
-    sqlite3 (2.6.0-arm64-darwin)
     stringio (3.1.5)
     thor (1.3.2)
     timeout (0.4.3)
@@ -285,7 +282,6 @@ DEPENDENCIES
   rubocop-rails
   rubocop-rspec
   solid_queue_monitor!
-  sqlite3
 
 BUNDLED WITH
    2.6.2
diff --git a/README.md b/README.md
index d183bdb..200d62f 100644
--- a/README.md
+++ b/README.md
@@ -18,12 +18,12 @@ A lightweight, zero-dependency web interface for monitoring Solid Queue backgrou
 - **Dashboard Overview**: Get a quick snapshot of your queue's health with statistics on all job types
 - **Ready Jobs**: View jobs that are ready to be executed
 - **In Progress Jobs**: Monitor jobs currently being processed by workers
-- **Scheduled Jobs**: See upcoming jobs scheduled for future execution
+- **Scheduled Jobs**: See upcoming jobs scheduled for future execution with ability to execute immediately or reject permanently
 - **Recurring Jobs**: Manage periodic jobs that run on a schedule
 - **Failed Jobs**: Track and debug failed jobs, with the ability to retry or discard them
 - **Queue Management**: View and filter jobs by queue
 - **Advanced Job Filtering**: Filter jobs by class name, queue, status, and job arguments
-- **Quick Actions**: Retry or discard failed jobs directly from any view
+- **Quick Actions**: Retry or discard failed jobs, execute or reject scheduled jobs directly from any view
 - **Performance Optimized**: Designed for high-volume applications with smart pagination
 - **Optional Authentication**: Secure your dashboard with HTTP Basic Authentication
 - **Responsive Design**: Works on desktop and mobile devices
@@ -44,7 +44,7 @@ A lightweight, zero-dependency web interface for monitoring Solid Queue backgrou
 Add this line to your application's Gemfile:
 
 ```ruby
-gem 'solid_queue_monitor', '~> 0.3.1'
+gem 'solid_queue_monitor', '~> 0.3.2'
 ```
 
 Then execute:
@@ -103,9 +103,9 @@ The dashboard provides several views:
 
 - **Overview**: Shows statistics and recent jobs
 - **Ready Jobs**: Jobs that are ready to be executed
-- **Scheduled Jobs**: Jobs scheduled for future execution
+- **Scheduled Jobs**: Jobs scheduled for future execution with execute and reject actions
 - **Recurring Jobs**: Jobs that run on a recurring schedule
-- **Failed Jobs**: Jobs that have failed with error details
+- **Failed Jobs**: Jobs that have failed with error details and retry/discard actions
 - **Queues**: Distribution of jobs across different queues
 
 ### API-only Applications
@@ -127,7 +127,7 @@ This makes it easy to find specific jobs when debugging issues in your applicati
 
 - **Production Monitoring**: Keep an eye on your background job processing in production environments
 - **Debugging**: Quickly identify and troubleshoot failed jobs
-- **Job Management**: Execute scheduled jobs on demand when needed
+- **Job Management**: Execute scheduled jobs on demand or reject unwanted jobs permanently
 - **Performance Analysis**: Track job distribution and identify bottlenecks
 - **DevOps Integration**: Easily integrate with your monitoring stack
 
diff --git a/app/controllers/solid_queue_monitor/scheduled_jobs_controller.rb b/app/controllers/solid_queue_monitor/scheduled_jobs_controller.rb
index b12a181..f7280b8 100644
--- a/app/controllers/solid_queue_monitor/scheduled_jobs_controller.rb
+++ b/app/controllers/solid_queue_monitor/scheduled_jobs_controller.rb
@@ -21,5 +21,16 @@ def create
       end
       redirect_to scheduled_jobs_path
     end
+
+    def reject_all
+      result = SolidQueueMonitor::RejectJobService.new.reject_many(params[:job_ids])
+
+      if result[:success]
+        set_flash_message(result[:message], 'success')
+      else
+        set_flash_message(result[:message], 'error')
+      end
+      redirect_to scheduled_jobs_path
+    end
   end
 end
diff --git a/app/presenters/solid_queue_monitor/scheduled_jobs_presenter.rb b/app/presenters/solid_queue_monitor/scheduled_jobs_presenter.rb
index 6e06fb8..7169247 100644
--- a/app/presenters/solid_queue_monitor/scheduled_jobs_presenter.rb
+++ b/app/presenters/solid_queue_monitor/scheduled_jobs_presenter.rb
@@ -46,13 +46,14 @@ def generate_filter_form
 
         <div class="bulk-actions-bar">
           <button type="button" class="action-button execute-button" id="execute-selected-top" disabled>Execute Selected</button>
+          <button type="button" class="action-button discard-button" id="reject-selected-top" disabled>Reject Selected</button>
         </div>
       HTML
     end
 
     def generate_table_with_actions
       <<-HTML
-      <form id="scheduled-jobs-form" action="#{execute_jobs_path}" method="POST">
+      <form id="scheduled-jobs-form" method="POST">
         #{generate_table}
       </form>
       <script>
@@ -60,17 +61,18 @@ def generate_table_with_actions
           const selectAllCheckbox = document.querySelector('th input[type="checkbox"]');
           const jobCheckboxes = document.getElementsByName('job_ids[]');
           const executeButton = document.getElementById('execute-selected-top');
+          const rejectButton = document.getElementById('reject-selected-top');
           const form = document.getElementById('scheduled-jobs-form');
       #{'    '}
           selectAllCheckbox.addEventListener('change', function() {
             jobCheckboxes.forEach(checkbox => checkbox.checked = this.checked);
-            updateExecuteButton();
+            updateButtonStates();
           });
 
           jobCheckboxes.forEach(checkbox => {
             checkbox.addEventListener('change', function() {
               selectAllCheckbox.checked = Array.from(jobCheckboxes).every(cb => cb.checked);
-              updateExecuteButton();
+              updateButtonStates();
             });
           });
       #{'    '}
@@ -79,6 +81,31 @@ def generate_table_with_actions
             const selectedIds = Array.from(document.querySelectorAll('input[name="job_ids[]"]:checked')).map(cb => cb.value);
             if (selectedIds.length === 0) return;
       #{'      '}
+            submitForm('#{execute_jobs_path}', selectedIds);
+          });
+      #{'    '}
+          // Add event listener for the reject button
+          rejectButton.addEventListener('click', function() {
+            const selectedIds = Array.from(document.querySelectorAll('input[name="job_ids[]"]:checked')).map(cb => cb.value);
+            if (selectedIds.length === 0) return;
+      #{'      '}
+            if (confirm('Are you sure you want to reject the selected jobs? This action cannot be undone.')) {
+              submitForm('#{reject_jobs_path}', selectedIds);
+            }
+          });
+      #{'    '}
+          function submitForm(actionUrl, selectedIds) {
+            // Uncheck all checkboxes to prevent duplicate submission
+            document.querySelectorAll('input[name="job_ids[]"]').forEach(checkbox => {
+              checkbox.checked = false;
+            });
+
+            // Clear any existing hidden inputs
+            document.querySelectorAll('input[type="hidden"][name="job_ids[]"]').forEach(input => input.remove());
+
+            // Set form action
+            form.action = actionUrl;
+
             // Add selected IDs as hidden inputs
             selectedIds.forEach(id => {
               const input = document.createElement('input');
@@ -87,18 +114,20 @@ def generate_table_with_actions
               input.value = id;
               form.appendChild(input);
             });
-      #{'      '}
+
+            // Submit the form
             form.submit();
-          });
+          }
       #{'    '}
-          function updateExecuteButton() {
+          function updateButtonStates() {
             const checkboxes = document.getElementsByName('job_ids[]');
             const checked = Array.from(checkboxes).some(cb => cb.checked);
             executeButton.disabled = !checked;
+            rejectButton.disabled = !checked;
           }
       #{'    '}
-          // Initialize button state
-          updateExecuteButton();
+          // Initialize button states
+          updateButtonStates();
         });
       </script>
       HTML
@@ -130,7 +159,7 @@ def generate_row(execution)
       <<-HTML
         <tr>
           <td>
-            <input type="checkbox" name="job_ids[]" value="#{execution.id}" onchange="updateExecuteButton()">
+            <input type="checkbox" name="job_ids[]" value="#{execution.id}">
           </td>
           <td>#{execution.job.class_name}</td>
           <td>#{execution.queue_name}</td>
diff --git a/app/services/solid_queue_monitor/reject_job_service.rb b/app/services/solid_queue_monitor/reject_job_service.rb
new file mode 100644
index 0000000..82d8753
--- /dev/null
+++ b/app/services/solid_queue_monitor/reject_job_service.rb
@@ -0,0 +1,49 @@
+# frozen_string_literal: true
+
+module SolidQueueMonitor
+  class RejectJobService
+    def call(id)
+      execution = SolidQueue::ScheduledExecution.find(id)
+      reject_job(execution)
+    end
+
+    def reject_many(ids)
+      return { success: false, message: 'No jobs selected' } if ids.blank?
+
+      success_count = 0
+      failed_count = 0
+
+      ids.each do |id|
+        execution = SolidQueue::ScheduledExecution.find_by(id: id)
+        if execution
+          reject_job(execution)
+          success_count += 1
+        else
+          failed_count += 1
+        end
+      rescue StandardError
+        failed_count += 1
+      end
+
+      if success_count.positive? && failed_count.zero?
+        { success: true, message: 'All selected jobs have been rejected' }
+      elsif success_count.positive? && failed_count.positive?
+        { success: true, message: "#{success_count} jobs rejected, #{failed_count} failed" }
+      else
+        { success: false, message: 'Failed to reject jobs' }
+      end
+    end
+
+    private
+
+    def reject_job(execution)
+      ActiveRecord::Base.transaction do
+        # Mark the associated job as finished to indicate it was rejected
+        execution.job.update!(finished_at: Time.current)
+
+        # Remove the scheduled execution
+        execution.destroy
+      end
+    end
+  end
+end
diff --git a/config/routes.rb b/config/routes.rb
index 9e420a3..6eb73b6 100644
--- a/config/routes.rb
+++ b/config/routes.rb
@@ -11,6 +11,7 @@
   resources :queues, only: [:index]
 
   post 'execute_jobs', to: 'scheduled_jobs#create', as: :execute_jobs
+  post 'reject_jobs', to: 'scheduled_jobs#reject_all', as: :reject_jobs
 
   post 'retry_failed_job/:id', to: 'failed_jobs#retry', as: :retry_failed_job
   post 'discard_failed_job/:id', to: 'failed_jobs#discard', as: :discard_failed_job
diff --git a/lib/solid_queue_monitor/version.rb b/lib/solid_queue_monitor/version.rb
index 7879184..aba599d 100644
--- a/lib/solid_queue_monitor/version.rb
+++ b/lib/solid_queue_monitor/version.rb
@@ -1,5 +1,5 @@
 # frozen_string_literal: true
 
 module SolidQueueMonitor
-  VERSION = '0.3.1'
+  VERSION = '0.3.2'
 end
diff --git a/spec/services/solid_queue_monitor/reject_job_service_spec.rb b/spec/services/solid_queue_monitor/reject_job_service_spec.rb
new file mode 100644
index 0000000..44bb7fb
--- /dev/null
+++ b/spec/services/solid_queue_monitor/reject_job_service_spec.rb
@@ -0,0 +1,79 @@
+# frozen_string_literal: true
+
+require 'spec_helper'
+
+RSpec.describe SolidQueueMonitor::RejectJobService do
+  describe '#reject_many' do
+    subject { described_class.new }
+
+    let!(:scheduled_execution1) { create(:solid_queue_scheduled_execution) }
+    let!(:scheduled_execution2) { create(:solid_queue_scheduled_execution) }
+
+    it 'rejects scheduled jobs and marks them as finished' do
+      expect do
+        result = subject.reject_many([scheduled_execution1.id, scheduled_execution2.id])
+        expect(result[:success]).to be true
+      end.to change(SolidQueue::ScheduledExecution, :count).by(-2)
+    end
+
+    it 'marks associated jobs as finished when rejecting' do
+      subject.reject_many([scheduled_execution1.id])
+
+      job = scheduled_execution1.job.reload
+      expect(job.finished_at).to be_present
+    end
+
+    it 'returns success message when all jobs are rejected successfully' do
+      result = subject.reject_many([scheduled_execution1.id, scheduled_execution2.id])
+
+      expect(result[:success]).to be true
+      expect(result[:message]).to eq('All selected jobs have been rejected')
+    end
+
+    it 'handles non-existent job IDs gracefully' do
+      result = subject.reject_many([999_999])
+
+      expect(result[:success]).to be false
+      expect(result[:message]).to eq('Failed to reject jobs')
+    end
+
+    it 'handles empty job IDs array gracefully' do
+      result = subject.reject_many([])
+
+      expect(result[:success]).to be false
+      expect(result[:message]).to eq('No jobs selected')
+    end
+
+    it 'handles mix of valid and invalid job IDs' do
+      result = subject.reject_many([scheduled_execution1.id, 999_999])
+
+      expect(result[:success]).to be true
+      expect(result[:message]).to include('1 jobs rejected, 1 failed')
+    end
+
+    it 'removes scheduled execution from database' do
+      subject.reject_many([scheduled_execution1.id])
+
+      expect(SolidQueue::ScheduledExecution.find_by(id: scheduled_execution1.id)).to be_nil
+    end
+  end
+
+  describe '#call' do
+    subject { described_class.new }
+
+    let!(:scheduled_execution) { create(:solid_queue_scheduled_execution) }
+
+    it 'rejects a single scheduled job' do
+      expect do
+        subject.call(scheduled_execution.id)
+      end.to change(SolidQueue::ScheduledExecution, :count).by(-1)
+    end
+
+    it 'marks the job as finished' do
+      subject.call(scheduled_execution.id)
+
+      job = scheduled_execution.job.reload
+      expect(job.finished_at).to be_present
+    end
+  end
+end