diff --git a/src/languages/postgresql/postgresql.formatter.ts b/src/languages/postgresql/postgresql.formatter.ts
index 768e32e16e..4ea02dc43a 100644
--- a/src/languages/postgresql/postgresql.formatter.ts
+++ b/src/languages/postgresql/postgresql.formatter.ts
@@ -357,10 +357,11 @@ export const postgresql: DialectOptions = {
       '<->>>',
       // Type cast
       '::',
+      ':',
     ],
   },
   formatOptions: {
-    alwaysDenseOperators: ['::'],
+    alwaysDenseOperators: ['::', ':'],
     onelineClauses,
   },
 };
diff --git a/test/postgresql.test.ts b/test/postgresql.test.ts
index f875bb1a24..b3dc4adaad 100644
--- a/test/postgresql.test.ts
+++ b/test/postgresql.test.ts
@@ -233,6 +233,17 @@ describe('PostgreSqlFormatter', () => {
     `);
   });
 
+  // Regression test for issue #624
+  it('supports array slice operator', () => {
+    expect(format('SELECT foo[:5], bar[1:], baz[1:5], zap[:];')).toBe(dedent`
+      SELECT
+        foo[:5],
+        bar[1:],
+        baz[1:5],
+        zap[:];
+    `);
+  });
+
   it('formats ALTER TABLE ... ALTER COLUMN', () => {
     expect(
       format(