diff --git a/Doc/library/ctypes.rst b/Doc/library/ctypes.rst
--- a/Doc/library/ctypes.rst
+++ b/Doc/library/ctypes.rst
@@ -1239,7 +1239,7 @@
 compiling/linking a program, and when the program is run.
 
 The purpose of the :func:`find_library` function is to locate a library in a way
-similar to what the compiler does (on platforms with several versions of a
+similar to what the compiler/linker does (on platforms with several versions of a
 shared library the most recent should be loaded), while the ctypes library
 loaders act like when a program is run, and call the runtime loader directly.
 
@@ -1259,8 +1259,14 @@
 The exact functionality is system dependent.
 
 On Linux, :func:`find_library` tries to run external programs
-(``/sbin/ldconfig``, ``gcc``, and ``objdump``) to find the library file.  It
-returns the filename of the library file.  Here are some examples::
+(``/sbin/ldconfig``, ``gcc``, ``objdump`` and ``ld``) to find the library file.
+It returns the filename of the library file.
+
+.. versionchanged:: 3.6
+   On Linux, the value of the environment variable ``LD_LIBRARY_PATH`` is used
+   when searching for libraries, if a library cannot be found by any other means.
+
+Here are some examples::
 
    >>> from ctypes.util import find_library
    >>> find_library("m")
diff --git a/Lib/ctypes/test/test_find.py b/Lib/ctypes/test/test_find.py
--- a/Lib/ctypes/test/test_find.py
+++ b/Lib/ctypes/test/test_find.py
@@ -69,6 +69,58 @@
         self.assertFalse(os.path.lexists(test.support.TESTFN))
         self.assertIsNone(result)
 
+
+@unittest.skipUnless(sys.platform.startswith('linux'),
+                     'Test only valid for Linux')
+class LibPathFindTest(unittest.TestCase):
+    def test_find_on_libpath(self):
+        import subprocess
+        import tempfile
+
+        p = subprocess.Popen(['gcc', '--version'], stdout=subprocess.PIPE,
+                             stderr=subprocess.PIPE)
+        out, _ = p.communicate()
+        if p.returncode != 0:
+            raise unittest.SkipTest('gcc, needed for test, not available')
+        with tempfile.TemporaryDirectory() as d:
+            # create an empty temporary file
+            srcname = os.path.join(d, 'dummy.c')
+            dstname = os.path.join(d, 'libdummy.so')
+            with open(srcname, 'w') as f:
+                pass
+            self.assertTrue(os.path.exists(srcname))
+            # compile the file to a shared library
+            cmd = ['gcc', '-o', dstname, '--shared',
+                   '-Wl,-soname,libdummy.so', srcname]
+            p = subprocess.Popen(cmd, stdout=subprocess.PIPE,
+                                 stderr=subprocess.PIPE)
+            out, _ = p.communicate()
+            self.assertEqual(p.returncode, 0)
+            self.assertTrue(os.path.exists(dstname))
+            # now check that libdummy.so can't be found (since not in
+            # LD_LIBRARY_PATH)
+            self.assertTrue(find_library('dummy') is None)
+            # now add the location to LD_LIBRARY_PATH
+            KEY = 'LD_LIBRARY_PATH'
+            if KEY not in os.environ:
+                existed = False
+                os.environ[KEY] = d
+            else:
+                existed = True
+                old_path = os.environ[KEY]
+                os.environ[KEY] = '%s:%s' % (old_path, d)
+            try:
+                # now check that libdummy.so can be found (since in
+                # LD_LIBRARY_PATH)
+                self.assertTrue(find_library('dummy') == 'libdummy.so')
+            finally:
+                # restore environment
+                if not existed:
+                    del os.environ[KEY]
+                else:
+                    os.environ[KEY] = old_path
+
+
 # On platforms where the default shared library suffix is '.so',
 # at least some libraries can be loaded as attributes of the cdll
 # object, since ctypes now tries loading the lib again
diff --git a/Lib/ctypes/util.py b/Lib/ctypes/util.py
--- a/Lib/ctypes/util.py
+++ b/Lib/ctypes/util.py
@@ -285,8 +285,31 @@
             except OSError:
                 pass
 
+        def _findLib_ld(name):
+            # See issue #9998 for why this is needed
+            expr = r'[^\(\)\s]*lib%s\.[^\(\)\s]*' % re.escape(name)
+            cmd = ['ld', '-t']
+            libpath = os.environ.get('LD_LIBRARY_PATH')
+            if libpath:
+                for d in libpath.split(':'):
+                    cmd.extend(['-L', d])
+            cmd.extend(['-o', os.devnull, '-l%s' % name])
+            p = subprocess.Popen(cmd, stdout=subprocess.PIPE,
+                                 stderr=subprocess.PIPE, env=os.environ)
+            out, _ = p.communicate()
+            import locale
+            encoding = locale.getpreferredencoding()
+            res = re.search(expr, out.decode(encoding))
+            if not res:
+                result = None
+            else:
+                result = res.group(0)
+            return result
+
         def find_library(name):
-            return _findSoname_ldconfig(name) or _get_soname(_findLib_gcc(name))
+            # See issue #9998
+            return _findSoname_ldconfig(name) or \
+                   _get_soname(_findLib_gcc(name) or _findLib_ld(name))
 
 ################################################################
 # test code