diff --git a/backend.native/tests/build.gradle b/backend.native/tests/build.gradle
index a9a6b5d7de2..700d72b7cd6 100644
--- a/backend.native/tests/build.gradle
+++ b/backend.native/tests/build.gradle
@@ -493,6 +493,15 @@ task runtime_basic_exit(type: RunStandaloneKonanTest) {
     expectedExitStatus = 42
 }
 
+task runtime_random(type: RunKonanTest) {
+    source = "runtime/basic/random.kt"
+}
+
+task runtime_worker_random(type: RunKonanTest) {
+    disabled = (project.testTarget == 'wasm32')
+    source = "runtime/basic/worker_random.kt"
+}
+
 task hello0(type: RunKonanTest) {
     goldValue = "Hello, world!\n"
     source = "runtime/basic/hello0.kt"
diff --git a/backend.native/tests/runtime/basic/random.kt b/backend.native/tests/runtime/basic/random.kt
new file mode 100644
index 00000000000..c4383c6c7fd
--- /dev/null
+++ b/backend.native/tests/runtime/basic/random.kt
@@ -0,0 +1,65 @@
+package runtime.basic.random
+
+import kotlin.collections.*
+import kotlin.random.*
+import kotlin.system.*
+import kotlin.test.*
+
+/**
+ * Tests that setting the same seed make random generate the same sequence
+ */
+private inline fun <reified T> testReproducibility(seed: Long, generator: () -> T) {
+    // Reset seed. This will make Random to start a new sequence
+    Random.seed = seed
+    val first = Array<T>(50, { i -> generator() }).toList()
+
+    // Reset seed and try again
+    Random.seed = seed
+    val second = Array<T>(50, { i -> generator() }).toList()
+    assertTrue(first == second, "FAIL: got different sequences of generated values " +
+            "first: $first, second: $second")
+}
+
+/**
+ * Tests that setting seed makes random generate different sequence.
+ */
+private inline fun <reified T> testDifference(generator: () -> T) {
+    Random.seed = 12345678L
+    val first = Array<T>(100, { i -> generator() }).toList()
+
+    Random.seed = 87654321L
+    val second = Array<T>(100, { i -> generator() }).toList()
+    assertTrue(first != second, "FAIL: got the same sequence of generated values " +
+            "first: $first, second: $second")
+}
+
+@Test
+fun testInts() {
+    testReproducibility(getTimeMillis(), { Random.nextInt() })
+    testReproducibility(Long.MAX_VALUE, { Random.nextInt() })
+}
+
+@Test
+fun testLong() {
+    testReproducibility(getTimeMillis(), { Random.nextLong() })
+    testReproducibility(Long.MAX_VALUE, { Random.nextLong() })
+}
+
+@Test
+fun testDiffInt() = testDifference { Random.nextInt() }
+
+@Test
+fun testDiffLong() = testDifference { Random.nextLong() }
+
+@Test
+fun testBoundInt() {
+    testReproducibility(1000L, { Random.nextInt(1000) })
+
+    // test bounds
+    val bound = 5000
+    val a = Array<Int>(100, { Random.nextInt(bound) })
+    a.forEach {
+        assertTrue(it >= 0, "Should be: $it >= 0")
+        assertTrue(it < bound, "Should be: $it < $bound")
+    }
+}
diff --git a/backend.native/tests/runtime/basic/worker_random.kt b/backend.native/tests/runtime/basic/worker_random.kt
new file mode 100644
index 00000000000..6416d778a3f
--- /dev/null
+++ b/backend.native/tests/runtime/basic/worker_random.kt
@@ -0,0 +1,35 @@
+package runtime.basic.worker_random
+
+import konan.worker.*
+import kotlin.collections.*
+import kotlin.random.*
+import kotlin.system.*
+import kotlin.test.*
+
+@Test
+fun testRandomWorkers() {
+    val seed = getTimeMillis()
+    val workers = Array(5, { _ -> startWorker()})
+
+    val attempts = 3
+    val results = Array(attempts, { ArrayList<Int>() } )
+    for (attempt in 0 until attempts) {
+        Random.seed = seed
+        // Produce a list of random numbers in each worker
+        val futures = Array(workers.size, { workerIndex ->
+            workers[workerIndex].schedule(TransferMode.CHECKED, { workerIndex }) { input ->
+                Array(10, { Random.nextInt() }).toList()
+            }
+        })
+        // Now collect all results into current attempt's list
+        val futureSet = futures.toSet()
+        for (i in 0 until futureSet.size) {
+            val ready = futureSet.waitForMultipleFutures(10000)
+            ready.forEach { results[attempt].addAll(it.result()) }
+        }
+    }
+
+    workers.forEach {
+        it.requestTermination().consume { _ -> }
+    }
+}
\ No newline at end of file
diff --git a/backend.native/tests/stdlib_external/collections/MutableCollectionsTest.kt b/backend.native/tests/stdlib_external/collections/MutableCollectionsTest.kt
index 068b4a7a6af..a7d32387c46 100644
--- a/backend.native/tests/stdlib_external/collections/MutableCollectionsTest.kt
+++ b/backend.native/tests/stdlib_external/collections/MutableCollectionsTest.kt
@@ -94,17 +94,12 @@ class MutableCollectionTest {
         }
     }
 
-/*
-    // Kotlin/JVM only: java.util.Collections.fill(this, value)
     @Test fun listFill() {
         val list = MutableList(3) { it }
         list.fill(42)
         assertEquals(listOf(42, 42, 42), list)
     }
-*/
 
-/*
-    // shuffle is Kotlin/JVM only method
     @Test fun shuffled() {
         val list = MutableList(100) { it }
         val shuffled = list.shuffled()
@@ -113,5 +108,4 @@ class MutableCollectionTest {
         assertEquals(list.toSet(), shuffled.toSet())
         assertEquals(list.size, shuffled.distinct().size)
     }
-*/
 }
diff --git a/runtime/src/main/kotlin/kotlin/collections/Collections.kt b/runtime/src/main/kotlin/kotlin/collections/Collections.kt
index 2295f9f21c1..adab827884a 100644
--- a/runtime/src/main/kotlin/kotlin/collections/Collections.kt
+++ b/runtime/src/main/kotlin/kotlin/collections/Collections.kt
@@ -17,6 +17,7 @@
 package kotlin.collections
 
 import kotlin.comparisons.*
+import kotlin.random.*
 
 // Copies typed varargs array to an array of objects
 internal actual fun <T> Array<out T>.copyToArrayOfAny(isVarargs: Boolean): Array<out Any?> =
@@ -229,13 +230,10 @@ public actual fun <T> MutableList<T>.fill(value: T): Unit {
  *
  * See: https://en.wikipedia.org/wiki/Fisher%E2%80%93Yates_shuffle#The_modern_algorithm
  */
-@FixmeRandom
 @SinceKotlin("1.2")
 public actual fun <T> MutableList<T>.shuffle(): Unit {
     for (i in lastIndex downTo 1) {
-        // FIXME: implement a good random
-        //val j = rand(i + 1)
-        val j = i / 2
+        val j = Random.nextInt(i + 1)
         val copy = this[i]
         this[i] = this[j]
         this[j] = copy
diff --git a/runtime/src/main/kotlin/kotlin/random/Random.kt b/runtime/src/main/kotlin/kotlin/random/Random.kt
new file mode 100644
index 00000000000..097680e5bda
--- /dev/null
+++ b/runtime/src/main/kotlin/kotlin/random/Random.kt
@@ -0,0 +1,80 @@
+/*
+ * Copyright 2010-2018 JetBrains s.r.o.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package kotlin.random
+
+import konan.internal.*
+import konan.worker.AtomicLong
+import kotlin.random.Random.Companion.MULTIPLIER
+import kotlin.system.getTimeNanos
+
+abstract class Random {
+    abstract fun nextInt(): Int
+    abstract fun nextInt(bound: Int): Int
+
+    abstract fun nextLong(): Long
+
+    /**
+     * A default pseudo-random linear congruential generator.
+     */
+    companion object : Random() {
+        private const val MULTIPLIER = 0x5deece66dL
+        private val _seed = AtomicLong(mult(getTimeNanos()))
+
+        /**
+         * Random generator seed value.
+         */
+        var seed: Long
+            get() = _seed.get()
+            set(value) = update(mult(value))
+
+        private fun mult(value: Long) = (value xor MULTIPLIER) and ((1L shl 48) - 1)
+
+        private fun update(seed: Long) {
+            _seed.compareAndSwap(_seed.get(), seed)
+        }
+
+        /**
+         * Returns a pseudo-random Int number.
+         */
+        override fun nextInt(): Int {
+            update((seed * MULTIPLIER + 0xbL) and ((1L shl 48) - 1));
+            return (seed ushr 16).toInt();
+        }
+
+        /**
+         * Returns a pseudo-random Int value between 0 and specified value (exclusive)
+         */
+        override fun nextInt(bound: Int): Int {
+            if (bound <= 0) throw IllegalArgumentException("Incorrect bound: $bound")
+
+            if (bound and (bound - 1) == 0) {
+                return ((bound * nextInt().toLong()) shr 31).toInt();
+            }
+
+            var m: Int
+            do {
+                var r = nextInt()
+                m = r % bound
+            } while (r - m + (bound - 1) < 0)
+            return m
+        }
+
+        /**
+         * Returns a pseudo-random Long number.
+         */
+        override fun nextLong(): Long = (nextInt().toLong() shl 32) + nextInt().toLong()
+    }
+}
\ No newline at end of file