diff --git a/config/config.exs b/config/config.exs
index f307c4df..57abe7cb 100644
--- a/config/config.exs
+++ b/config/config.exs
@@ -86,8 +86,6 @@ config :music_library, Oban,
   plugins: [
     {Oban.Plugins.Cron,
      crontab: [
-       # every hour
-       {"0 * * * *", MusicLibrary.Worker.PolyfillScrobbledTracks},
        # every 30 minutes
        {"*/30 * * * *", MusicLibrary.ScrobbleRules.Worker}
      ]}
diff --git a/lib/music_library/scrobble_activity/backfill.ex b/lib/music_library/scrobble_activity/backfill.ex
deleted file mode 100644
index a8a02db3..00000000
--- a/lib/music_library/scrobble_activity/backfill.ex
+++ /dev/null
@@ -1,37 +0,0 @@
-defmodule MusicLibrary.ScrobbleActivity.Backfill do
-  alias MusicLibrary.Artists
-  alias MusicLibrary.Repo
-
-  @allowed_artists [
-    "Airbag",
-    "Arena",
-    "Dream Theater",
-    "Fish",
-    "Gazpacho",
-    "IQ",
-    "Marillion",
-    "Meer",
-    "Muse",
-    "Opeth",
-    "Pink Floyd",
-    "Porcupine Tree",
-    "Riverside",
-    "Steven Wilson",
-    "Sylvan"
-  ]
-
-  def fill_missing_artist_ids do
-    name_id_pairs = Artists.name_id_pairs(@allowed_artists)
-
-    Enum.each(name_id_pairs, fn {name, id} ->
-      Repo.query(
-        """
-        UPDATE scrobbled_tracks
-        SET artist = json_set(artist, '$.musicbrainz_id', ?)
-        WHERE artist ->> '$.name' == ?;
-        """,
-        [id, name]
-      )
-    end)
-  end
-end
diff --git a/lib/music_library/worker/polyfill_scrobbled_tracks.ex b/lib/music_library/worker/polyfill_scrobbled_tracks.ex
deleted file mode 100644
index 11be447a..00000000
--- a/lib/music_library/worker/polyfill_scrobbled_tracks.ex
+++ /dev/null
@@ -1,10 +0,0 @@
-defmodule MusicLibrary.Worker.PolyfillScrobbledTracks do
-  use Oban.Worker, queue: :heavy_writes, max_attempts: 3
-
-  alias MusicLibrary.ScrobbleActivity.Backfill
-
-  @impl Oban.Worker
-  def perform(%Oban.Job{args: _}) do
-    Backfill.fill_missing_artist_ids()
-  end
-end