diff --git a/pkgs/tools/misc/yle-dl/default.nix b/pkgs/tools/misc/yle-dl/default.nix
index 8da61ddc4af..7fc9589537f 100644
--- a/pkgs/tools/misc/yle-dl/default.nix
+++ b/pkgs/tools/misc/yle-dl/default.nix
@@ -1,28 +1,18 @@
 { stdenv, fetchFromGitHub, rtmpdump, php, pythonPackages }:
 
-stdenv.mkDerivation rec {
+pythonPackages.buildPythonApplication rec {
   name = "yle-dl-${version}";
-  version = "2.17";
+  version = "2.20";
 
   src = fetchFromGitHub {
     owner = "aajanki";
     repo = "yle-dl";
     rev = version;
-    sha256 = "06szrcm1xlz6i736qkxzhhvrzg63shxzy2bww91bgxfccmkapa14";
+    sha256 = "06wzv230hfh3w9gs245kff8666bsfbax3ibr5zxj3h5z4qhhf9if";
   };
 
-  patchPhase = ''
-    substituteInPlace yle-dl --replace '/usr/local/share/' "$out/share/"
-  '';
-
-  buildInputs = [ pythonPackages.wrapPython ];
   pythonPath = [ rtmpdump php ] ++ (with pythonPackages; [ pycrypto ]);
 
-  installPhase = ''
-    make install prefix=$out
-    wrapPythonPrograms
-  '';
-
   meta = with stdenv.lib; {
     description = "Downloads videos from Yle (Finnish Broadcasting Company) servers";
     homepage = https://aajanki.github.io/yle-dl/;