diff --git a/CHANGELOG.md b/CHANGELOG.md
index 34e0a007cb4f..596903cf4ef3 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -121,6 +121,8 @@
 * `[jest-environment-jsdom]` Update JSOM to 11.4, which includes built-in
   support for `requestAnimationFrame`
   ([#4919](https://github.com/facebook/jest/pull/4919))
+* `[jest-cli]` Hide watch usage output when running on non-interactive
+  environments ([#4958](https://github.com/facebook/jest/pull/4958))
 * `[jest-snapshot]` Promises support for `toThrowErrorMatchingSnapshot`
   ([#4946](https://github.com/facebook/jest/pull/4946))
 * `[jest-cli]` Explain which snapshots are obsolete 
diff --git a/packages/jest-cli/src/__tests__/__snapshots__/watch.test.js.snap b/packages/jest-cli/src/__tests__/__snapshots__/watch.test.js.snap
index afb8bf1fa3a9..298b413cdad2 100644
--- a/packages/jest-cli/src/__tests__/__snapshots__/watch.test.js.snap
+++ b/packages/jest-cli/src/__tests__/__snapshots__/watch.test.js.snap
@@ -1,5 +1,12 @@
 // Jest Snapshot v1, https://goo.gl/fbAQLP
 
+exports[`Watch mode flows Runs Jest in a non-interactive environment not showing usage 1`] = `
+Array [
+  "
+",
+]
+`;
+
 exports[`Watch mode flows Runs Jest once by default and shows usage 1`] = `
 Array [
   "
diff --git a/packages/jest-cli/src/__tests__/watch.test.js b/packages/jest-cli/src/__tests__/watch.test.js
index cf4e4cdd8149..c37ec65251b3 100644
--- a/packages/jest-cli/src/__tests__/watch.test.js
+++ b/packages/jest-cli/src/__tests__/watch.test.js
@@ -101,7 +101,29 @@ describe('Watch mode flows', () => {
   });
 
   it('Runs Jest once by default and shows usage', () => {
-    watch(globalConfig, contexts, pipe, hasteMapInstances, stdin);
+    jest.unmock('jest-util');
+    const util = require('jest-util');
+    util.isInteractive = true;
+
+    const ci_watch = require('../watch').default;
+    ci_watch(globalConfig, contexts, pipe, hasteMapInstances, stdin);
+    expect(runJestMock.mock.calls[0][0]).toMatchObject({
+      contexts,
+      globalConfig,
+      onComplete: expect.any(Function),
+      outputStream: pipe,
+      testWatcher: new TestWatcher({isWatchMode: true}),
+    });
+    expect(pipe.write.mock.calls.reverse()[0]).toMatchSnapshot();
+  });
+
+  it('Runs Jest in a non-interactive environment not showing usage', () => {
+    jest.unmock('jest-util');
+    const util = require('jest-util');
+    util.isInteractive = false;
+
+    const ci_watch = require('../watch').default;
+    ci_watch(globalConfig, contexts, pipe, hasteMapInstances, stdin);
     expect(runJestMock.mock.calls[0][0]).toMatchObject({
       contexts,
       globalConfig,
@@ -128,7 +150,12 @@ describe('Watch mode flows', () => {
   });
 
   it('shows prompts for WatchPlugins in alphabetical order', async () => {
-    watch(
+    jest.unmock('jest-util');
+    const util = require('jest-util');
+    util.isInteractive = true;
+
+    const ci_watch = require('../watch').default;
+    ci_watch(
       Object.assign({}, globalConfig, {
         rootDir: __dirname,
         watchPlugins: [watchPlugin2Path, watchPluginPath],
diff --git a/packages/jest-cli/src/get_no_test_found_related_to_changed_files.js b/packages/jest-cli/src/get_no_test_found_related_to_changed_files.js
index 89a1e55f82cb..bc9aa31d2014 100644
--- a/packages/jest-cli/src/get_no_test_found_related_to_changed_files.js
+++ b/packages/jest-cli/src/get_no_test_found_related_to_changed_files.js
@@ -1,12 +1,18 @@
 import chalk from 'chalk';
+import {isInteractive} from 'jest-util';
 
 export default function getNoTestFoundRelatedToChangedFiles(globalConfig) {
-  return (
-    chalk.bold('No tests found related to files changed since last commit.\n') +
-    chalk.dim(
-      globalConfig.watch
+  let msg = chalk.bold(
+    'No tests found related to files changed since last commit.',
+  );
+
+  if (isInteractive) {
+    msg += chalk.dim(
+      '\n' + globalConfig.watch
         ? 'Press `a` to run all tests, or run Jest with `--watchAll`.'
         : 'Run Jest without `-o` or with `--all` to run all tests.',
-    )
-  );
+    );
+  }
+
+  return msg;
 }
diff --git a/packages/jest-cli/src/pre_run_message.js b/packages/jest-cli/src/pre_run_message.js
index 7758d0ca30b6..443d716a545a 100644
--- a/packages/jest-cli/src/pre_run_message.js
+++ b/packages/jest-cli/src/pre_run_message.js
@@ -7,19 +7,18 @@
  * @flow
  */
 
-import {clearLine} from 'jest-util';
+import {clearLine, isInteractive} from 'jest-util';
 
 import chalk from 'chalk';
-import isCI from 'is-ci';
 
 export const print = (stream: stream$Writable | tty$WriteStream) => {
-  if (process.stdout.isTTY && !isCI) {
+  if (isInteractive) {
     stream.write(chalk.bold.dim('Determining test suites to run...'));
   }
 };
 
 export const remove = (stream: stream$Writable | tty$WriteStream) => {
-  if (stream.isTTY && !isCI) {
+  if (isInteractive) {
     clearLine(stream);
   }
 };
diff --git a/packages/jest-cli/src/reporters/__tests__/default_reporter.test.js b/packages/jest-cli/src/reporters/__tests__/default_reporter.test.js
index b6d4c7f0bad0..df1d70b83122 100644
--- a/packages/jest-cli/src/reporters/__tests__/default_reporter.test.js
+++ b/packages/jest-cli/src/reporters/__tests__/default_reporter.test.js
@@ -38,7 +38,9 @@ beforeEach(() => {
   jest.useFakeTimers();
 
   // This is not a CI environment, which removes all output by default.
-  jest.mock('is-ci', () => false);
+  jest.unmock('jest-util');
+  const util = require('jest-util');
+  util.isInteractive = true;
 
   oldIsTTY = process.stdin.isTTY;
   oldStdout = process.stdout.write;
diff --git a/packages/jest-cli/src/reporters/coverage_reporter.js b/packages/jest-cli/src/reporters/coverage_reporter.js
index a8a587474f1a..c70e902b81ba 100644
--- a/packages/jest-cli/src/reporters/coverage_reporter.js
+++ b/packages/jest-cli/src/reporters/coverage_reporter.js
@@ -20,10 +20,9 @@ import type {GlobalConfig} from 'types/Config';
 import type {Context} from 'types/Context';
 import type {Test} from 'types/TestRunner';
 
-import {clearLine} from 'jest-util';
+import {clearLine, isInteractive} from 'jest-util';
 import {createReporter} from 'istanbul-api';
 import chalk from 'chalk';
-import isCI from 'is-ci';
 import istanbulCoverage from 'istanbul-lib-coverage';
 import libSourceMaps from 'istanbul-lib-source-maps';
 import Worker from 'jest-worker';
@@ -34,8 +33,6 @@ import glob from 'glob';
 const FAIL_COLOR = chalk.bold.red;
 const RUNNING_TEST_COLOR = chalk.bold.dim;
 
-const isInteractive = process.stdout.isTTY && !isCI;
-
 type CoverageWorker = {worker: worker};
 
 export default class CoverageReporter extends BaseReporter {
diff --git a/packages/jest-cli/src/reporters/default_reporter.js b/packages/jest-cli/src/reporters/default_reporter.js
index a0ea3b306a60..ff1533538c5e 100644
--- a/packages/jest-cli/src/reporters/default_reporter.js
+++ b/packages/jest-cli/src/reporters/default_reporter.js
@@ -14,9 +14,8 @@ import type {GlobalConfig, Path, ProjectConfig} from 'types/Config';
 import type {Test} from 'types/TestRunner';
 import type {ReporterOnStartOptions} from 'types/Reporters';
 
-import {clearLine, getConsoleOutput} from 'jest-util';
+import {clearLine, getConsoleOutput, isInteractive} from 'jest-util';
 import chalk from 'chalk';
-import isCI from 'is-ci';
 import BaseReporter from './base_reporter';
 import Status from './Status';
 import getResultHeader from './get_result_header';
@@ -27,8 +26,6 @@ type FlushBufferedOutput = () => void;
 
 const TITLE_BULLET = chalk.bold('\u25cf ');
 
-const isInteractive = process.stdin.isTTY && !isCI;
-
 export default class DefaultReporter extends BaseReporter {
   _clear: string; // ANSI clear sequence for the last printed status
   _err: write;
diff --git a/packages/jest-cli/src/watch.js b/packages/jest-cli/src/watch.js
index f6ddfbe50219..df86bfaa0fa9 100644
--- a/packages/jest-cli/src/watch.js
+++ b/packages/jest-cli/src/watch.js
@@ -16,8 +16,8 @@ import chalk from 'chalk';
 import getChangedFilesPromise from './get_changed_files_promise';
 import {replacePathSepForRegex} from 'jest-regex-util';
 import HasteMap from 'jest-haste-map';
-import isCI from 'is-ci';
 import isValidPath from './lib/is_valid_path';
+import {isInteractive} from 'jest-util';
 import {print as preRunMessagePrint} from './pre_run_message';
 import createContext from './lib/create_context';
 import runJest from './run_jest';
@@ -30,7 +30,6 @@ import TestNamePatternPrompt from './test_name_pattern_prompt';
 import WatchPluginRegistry from './lib/watch_plugin_registry';
 import {KEYS, CLEAR} from './constants';
 
-const isInteractive = process.stdout.isTTY && !isCI;
 let hasExitListener = false;
 
 export default function watch(
@@ -129,16 +128,23 @@ export default function watch(
         // The old instance that was passed to Jest will still be interrupted
         // and prevent test runs from the previous run.
         testWatcher = new TestWatcher({isWatchMode: true});
-        if (shouldDisplayWatchUsage) {
-          outputStream.write(
-            usage(globalConfig, watchPlugins, hasSnapshotFailure),
-          );
-          shouldDisplayWatchUsage = false; // hide Watch Usage after first run
-          isWatchUsageDisplayed = true;
+
+        // Do not show any Watch Usage related stuff when running in a
+        // non-interactive environment
+        if (isInteractive) {
+          if (shouldDisplayWatchUsage) {
+            outputStream.write(
+              usage(globalConfig, watchPlugins, hasSnapshotFailure),
+            );
+            shouldDisplayWatchUsage = false; // hide Watch Usage after first run
+            isWatchUsageDisplayed = true;
+          } else {
+            outputStream.write(showToggleUsagePrompt());
+            shouldDisplayWatchUsage = false;
+            isWatchUsageDisplayed = false;
+          }
         } else {
-          outputStream.write(showToggleUsagePrompt());
-          shouldDisplayWatchUsage = false;
-          isWatchUsageDisplayed = false;
+          outputStream.write('\n');
         }
 
         testNamePatternPrompt.updateCachedTestResults(results.testResults);
diff --git a/packages/jest-util/package.json b/packages/jest-util/package.json
index 204112225adf..c6e19b6da306 100644
--- a/packages/jest-util/package.json
+++ b/packages/jest-util/package.json
@@ -13,6 +13,7 @@
     "graceful-fs": "^4.1.11",
     "jest-message-util": "^21.2.1",
     "jest-validate": "^21.2.1",
+    "is-ci": "^1.0.10",
     "mkdirp": "^0.5.1"
   },
   "devDependencies": {
diff --git a/packages/jest-util/src/__tests__/is_interactive.test.js b/packages/jest-util/src/__tests__/is_interactive.test.js
new file mode 100644
index 000000000000..7cf2a9a8b9a7
--- /dev/null
+++ b/packages/jest-util/src/__tests__/is_interactive.test.js
@@ -0,0 +1,43 @@
+let oldIsTTY;
+
+beforeEach(() => {
+  oldIsTTY = process.stdout.isTTY;
+});
+
+afterEach(() => {
+  process.stdout.isTTY = oldIsTTY;
+  jest.resetModules();
+});
+
+it('Returns true when running on interactive environment', () => {
+  jest.doMock('is-ci', () => false);
+  process.stdout.isTTY = true;
+
+  const isInteractive = require('../is_interative').default;
+  expect(isInteractive).toBe(true);
+});
+
+it('Returns false when running on a non-interactive environment', () => {
+  let isInteractive;
+  const expectedResult = false;
+
+  // Test with is-ci being true and isTTY false
+  jest.doMock('is-ci', () => true);
+  process.stdout.isTTY = false;
+  isInteractive = require('../is_interative').default;
+  expect(isInteractive).toBe(expectedResult);
+
+  // Test with is-ci being false and isTTY false
+  jest.resetModules();
+  jest.doMock('is-ci', () => false);
+  process.stdout.isTTY = false;
+  isInteractive = require('../is_interative').default;
+  expect(isInteractive).toBe(expectedResult);
+
+  // Test with is-ci being true and isTTY true
+  jest.resetModules();
+  jest.doMock('is-ci', () => true);
+  process.stdout.isTTY = true;
+  isInteractive = require('../is_interative').default;
+  expect(isInteractive).toBe(expectedResult);
+});
diff --git a/packages/jest-util/src/index.js b/packages/jest-util/src/index.js
index 528cb81a626b..a8bc484a6705 100644
--- a/packages/jest-util/src/index.js
+++ b/packages/jest-util/src/index.js
@@ -18,6 +18,7 @@ import formatTestResults from './format_test_results';
 import getConsoleOutput from './get_console_output';
 import installCommonGlobals from './install_common_globals';
 import NullConsole from './null_console';
+import isInteractive from './is_interative';
 import setGlobal from './set_global';
 import validateCLIOptions from './validate_cli_options';
 
@@ -50,6 +51,7 @@ module.exports = {
   formatTestResults,
   getConsoleOutput,
   installCommonGlobals,
+  isInteractive,
   realpath,
   setGlobal,
   validateCLIOptions,
diff --git a/packages/jest-util/src/is_interative.js b/packages/jest-util/src/is_interative.js
new file mode 100644
index 000000000000..0ef48457b22c
--- /dev/null
+++ b/packages/jest-util/src/is_interative.js
@@ -0,0 +1,3 @@
+import isCI from 'is-ci';
+
+export default process.stdout.isTTY && !isCI;