diff --git a/app/models/ci/build.rb b/app/models/ci/build.rb
index 2e7a80d308b360aff626821b288e6f5126f25683..06570ccb69b70f64b1a654dce4ee84ebb7993293 100644
--- a/app/models/ci/build.rb
+++ b/app/models/ci/build.rb
@@ -195,7 +195,11 @@ module Ci
       variables += yaml_variables
       variables += user_variables
       variables += project.secret_variables_for(ref).map(&:to_runner_variable)
-      variables += trigger_request.user_variables if trigger_request
+      if trigger_request
+        variables += trigger_request.user_variables
+      elsif pipeline.pipeline_schedule
+        variables += pipeline.pipeline_schedule.variables.map(&:to_runner_variable)
+      end
       variables
     end
 
diff --git a/app/models/ci/pipeline_schedule.rb b/app/models/ci/pipeline_schedule.rb
index 45d8cd34359b8e1811e97bcf2df9b71f7b364813..31b7324894758cac19041d4b3b341c3fd3a8035b 100644
--- a/app/models/ci/pipeline_schedule.rb
+++ b/app/models/ci/pipeline_schedule.rb
@@ -9,6 +9,7 @@ module Ci
     belongs_to :owner, class_name: 'User'
     has_one :last_pipeline, -> { order(id: :desc) }, class_name: 'Ci::Pipeline'
     has_many :pipelines
+    has_many :variables, class_name: 'Ci::PipelineScheduleVariable'
 
     validates :cron, unless: :importing?, cron: true, presence: { unless: :importing? }
     validates :cron_timezone, cron_timezone: true, presence: { unless: :importing? }
diff --git a/app/models/ci/pipeline_schedule_variable.rb b/app/models/ci/pipeline_schedule_variable.rb
new file mode 100644
index 0000000000000000000000000000000000000000..2d681446d00214e6d328dfc1d3e0954df3829501
--- /dev/null
+++ b/app/models/ci/pipeline_schedule_variable.rb
@@ -0,0 +1,9 @@
+module Ci
+  class PipelineScheduleVariable < ActiveRecord::Base
+    extend Ci::Model
+    include HasVariable
+
+    belongs_to :pipeline_schedule
+    validates :key, uniqueness: { scope: :pipeline_schedule_id }
+  end
+end
diff --git a/db/migrate/20170620064728_create_ci_pipeline_schedule_variables.rb b/db/migrate/20170620064728_create_ci_pipeline_schedule_variables.rb
new file mode 100644
index 0000000000000000000000000000000000000000..7d2d313a91a26fb444385da1fce648b54a7ba00a
--- /dev/null
+++ b/db/migrate/20170620064728_create_ci_pipeline_schedule_variables.rb
@@ -0,0 +1,25 @@
+class CreateCiPipelineScheduleVariables < ActiveRecord::Migration
+  DOWNTIME = false
+
+  def up
+    create_table :ci_pipeline_schedule_variables do |t|
+      t.string :key, null: false
+      t.text :value
+      t.text :encrypted_value
+      t.string :encrypted_value_salt
+      t.string :encrypted_value_iv
+      t.integer :pipeline_schedule_id, null: false
+
+      t.timestamps null: false
+    end
+
+    add_index :ci_pipeline_schedule_variables,
+      [:pipeline_schedule_id, :key],
+      name: "index_ci_pipeline_schedule_variables_on_schedule_id_and_key",
+      unique: true
+  end
+
+  def down
+    drop_table :ci_pipeline_schedule_variables
+  end
+end
diff --git a/db/migrate/20170620065449_add_foreign_key_to_ci_pipeline_schedule_variables.rb b/db/migrate/20170620065449_add_foreign_key_to_ci_pipeline_schedule_variables.rb
new file mode 100644
index 0000000000000000000000000000000000000000..7bbf66e0ac392a4708ec0c29af89923d89491690
--- /dev/null
+++ b/db/migrate/20170620065449_add_foreign_key_to_ci_pipeline_schedule_variables.rb
@@ -0,0 +1,15 @@
+class AddForeignKeyToCiPipelineScheduleVariables < ActiveRecord::Migration
+  include Gitlab::Database::MigrationHelpers
+
+  DOWNTIME = false
+
+  disable_ddl_transaction!
+
+  def up
+    add_concurrent_foreign_key(:ci_pipeline_schedule_variables, :ci_pipeline_schedules, column: :pipeline_schedule_id)
+  end
+
+  def down
+    remove_foreign_key(:ci_pipeline_schedule_variables, column: :pipeline_schedule_id)
+  end
+end
diff --git a/db/schema.rb b/db/schema.rb
index 993eea1f642e1957b71fb10009d8a7978d067d17..a2c21e80c1980092926bc42a78e3b61f63709644 100644
--- a/db/schema.rb
+++ b/db/schema.rb
@@ -253,6 +253,19 @@ ActiveRecord::Schema.define(version: 20170623080805) do
   add_index "ci_builds", ["updated_at"], name: "index_ci_builds_on_updated_at", using: :btree
   add_index "ci_builds", ["user_id"], name: "index_ci_builds_on_user_id", using: :btree
 
+  create_table "ci_pipeline_schedule_variables", force: :cascade do |t|
+    t.string "key", null: false
+    t.text "value"
+    t.text "encrypted_value"
+    t.string "encrypted_value_salt"
+    t.string "encrypted_value_iv"
+    t.integer "pipeline_schedule_id", null: false
+    t.datetime "created_at", null: false
+    t.datetime "updated_at", null: false
+  end
+
+  add_index "ci_pipeline_schedule_variables", ["pipeline_schedule_id", "key"], name: "index_ci_pipeline_schedule_variables_on_schedule_id_and_key", unique: true, using: :btree
+
   create_table "ci_pipeline_schedules", force: :cascade do |t|
     t.string "description"
     t.string "ref"
@@ -1531,6 +1544,7 @@ ActiveRecord::Schema.define(version: 20170623080805) do
   add_foreign_key "chat_teams", "namespaces", on_delete: :cascade
   add_foreign_key "ci_builds", "ci_pipelines", column: "auto_canceled_by_id", name: "fk_a2141b1522", on_delete: :nullify
   add_foreign_key "ci_builds", "ci_stages", column: "stage_id", name: "fk_3a9eaa254d", on_delete: :cascade
+  add_foreign_key "ci_pipeline_schedule_variables", "ci_pipeline_schedules", column: "pipeline_schedule_id", name: "fk_41c35fda51", on_delete: :cascade
   add_foreign_key "ci_pipeline_schedules", "projects", name: "fk_8ead60fcc4", on_delete: :cascade
   add_foreign_key "ci_pipeline_schedules", "users", column: "owner_id", name: "fk_9ea99f58d2", on_delete: :nullify
   add_foreign_key "ci_pipelines", "ci_pipeline_schedules", column: "pipeline_schedule_id", name: "fk_3d34ab2e06", on_delete: :nullify
diff --git a/spec/factories/ci/pipeline_schedule_variables.rb b/spec/factories/ci/pipeline_schedule_variables.rb
new file mode 100644
index 0000000000000000000000000000000000000000..ca64d1aada0bcd7ef388d4c56f913f3c4738a36b
--- /dev/null
+++ b/spec/factories/ci/pipeline_schedule_variables.rb
@@ -0,0 +1,8 @@
+FactoryGirl.define do
+  factory :ci_pipeline_schedule_variable, class: Ci::PipelineScheduleVariable do
+    sequence(:key) { |n| "VARIABLE_#{n}" }
+    value 'VARIABLE_VALUE'
+
+    pipeline_schedule factory: :ci_pipeline_schedule
+  end
+end
diff --git a/spec/models/ci/build_spec.rb b/spec/models/ci/build_spec.rb
index 7de5e2e3920c92c5569c2817100cc2ddd48a8dbc..e66ea976323ace2207030e45534331f548a60dc6 100644
--- a/spec/models/ci/build_spec.rb
+++ b/spec/models/ci/build_spec.rb
@@ -1373,6 +1373,22 @@ describe Ci::Build, :models do
       it { is_expected.to include(predefined_trigger_variable) }
     end
 
+    context 'when build was triggered by scheduled pipeline' do
+      let(:secret_variable) do
+        { key: 'SECRET_KEY', value: 'secret_value', public: false }
+      end
+
+      let(:pipeline_schedule) { create(:ci_pipeline_schedule, project: project) }
+
+      before do
+        pipeline_schedule.pipelines << pipeline
+        create(:ci_pipeline_schedule_variable,
+               secret_variable.slice(:key, :value).merge(pipeline_schedule: pipeline_schedule))
+      end
+
+      it { is_expected.to include(secret_variable) }
+    end
+
     context 'when yaml_variables are undefined' do
       before do
         build.yaml_variables = nil
diff --git a/spec/models/ci/pipeline_schedule_spec.rb b/spec/models/ci/pipeline_schedule_spec.rb
index 56817baf79d65d679a0da8b1e9c729e2c6e0f7b5..95c7112c90ee538caa68facb316636d86511d8d0 100644
--- a/spec/models/ci/pipeline_schedule_spec.rb
+++ b/spec/models/ci/pipeline_schedule_spec.rb
@@ -5,6 +5,7 @@ describe Ci::PipelineSchedule, models: true do
   it { is_expected.to belong_to(:owner) }
 
   it { is_expected.to have_many(:pipelines) }
+  it { is_expected.to have_many(:variables) }
 
   it { is_expected.to respond_to(:ref) }
   it { is_expected.to respond_to(:cron) }
diff --git a/spec/models/ci/pipeline_schedule_variable_spec.rb b/spec/models/ci/pipeline_schedule_variable_spec.rb
new file mode 100644
index 0000000000000000000000000000000000000000..eb67792bf2fa33457fcbbffd397113d03f174044
--- /dev/null
+++ b/spec/models/ci/pipeline_schedule_variable_spec.rb
@@ -0,0 +1,8 @@
+require 'spec_helper'
+
+describe Ci::PipelineScheduleVariable, models: true do
+  subject { build(:ci_pipeline_schedule_variable) }
+
+  it { is_expected.to be_kind_of(HasVariable) }
+  it { is_expected.to validate_uniqueness_of(:key).scoped_to(:pipeline_schedule_id) }
+end