diff --git a/src/pytorch_lightning/CHANGELOG.md b/src/pytorch_lightning/CHANGELOG.md
index ff1533b19d..c660439939 100644
--- a/src/pytorch_lightning/CHANGELOG.md
+++ b/src/pytorch_lightning/CHANGELOG.md
@@ -54,6 +54,8 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
 
 - Removed the deprecated `resume_from_checkpoint` Trainer argument ([#16167](https://github.com/Lightning-AI/lightning/pull/16167))
 
+- Removed the deprecated `pytorch_lightning.profiler` module ([#16359](https://github.com/Lightning-AI/lightning/pull/16359))
+
 - Removed the deprecated automatic GPU selection ([#16184](https://github.com/Lightning-AI/lightning/pull/16184))
   * Removed the `Trainer(auto_select_gpus=...)` argument
   * Removed the `pytorch_lightning.tuner.auto_gpu_select.{pick_single_gpu,pick_multiple_gpus}` functions
diff --git a/src/pytorch_lightning/profiler/__init__.py b/src/pytorch_lightning/profiler/__init__.py
deleted file mode 100644
index 4016535a28..0000000000
--- a/src/pytorch_lightning/profiler/__init__.py
+++ /dev/null
@@ -1,86 +0,0 @@
-# Copyright The PyTorch Lightning team.
-#
-# 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.
-from typing import Any
-
-from pytorch_lightning.profilers.advanced import AdvancedProfiler as NewAdvancedProfiler
-from pytorch_lightning.profilers.base import PassThroughProfiler as NewPassThroughProfiler
-from pytorch_lightning.profilers.profiler import Profiler as NewProfiler
-from pytorch_lightning.profilers.pytorch import PyTorchProfiler as NewPyTorchProfiler
-from pytorch_lightning.profilers.simple import SimpleProfiler as NewSimpleProfiler
-from pytorch_lightning.profilers.xla import XLAProfiler as NewXLAProfiler
-from pytorch_lightning.utilities.rank_zero import rank_zero_deprecation
-
-
-class AdvancedProfiler(NewAdvancedProfiler):
-    def __init__(self, *args: Any, **kwargs: Any) -> None:
-        rank_zero_deprecation(
-            "`pytorch_lightning.profiler.AdvancedProfiler` is deprecated in v1.9.0 and will be removed in v2.0.0."
-            " Use the equivalent `pytorch_lightning.profilers.AdvancedProfiler` class instead."
-        )
-        super().__init__(*args, **kwargs)
-
-
-class PassThroughProfiler(NewPassThroughProfiler):
-    def __init__(self, *args: Any, **kwargs: Any) -> None:
-        rank_zero_deprecation(
-            "`pytorch_lightning.profiler.PassThroughProfiler` is deprecated in v1.9.0 and will be removed in v2.0.0."
-            " Use the equivalent `pytorch_lightning.profilers.PassThroughProfiler` class instead."
-        )
-        super().__init__(*args, **kwargs)
-
-
-class Profiler(NewProfiler):
-    def __init__(self, *args: Any, **kwargs: Any) -> None:
-        rank_zero_deprecation(
-            "`pytorch_lightning.profiler.Profiler` is deprecated in v1.9.0 and will be removed in v2.0.0."
-            " Use the equivalent `pytorch_lightning.profilers.Profiler` class instead."
-        )
-        super().__init__(*args, **kwargs)
-
-
-class PyTorchProfiler(NewPyTorchProfiler):
-    def __init__(self, *args: Any, **kwargs: Any) -> None:
-        rank_zero_deprecation(
-            "`pytorch_lightning.profiler.PyTorchProfiler` is deprecated in v1.9.0 and will be removed in v2.0.0."
-            " Use the equivalent `pytorch_lightning.profilers.PyTorchProfiler` class instead."
-        )
-        super().__init__(*args, **kwargs)
-
-
-class SimpleProfiler(NewSimpleProfiler):
-    def __init__(self, *args: Any, **kwargs: Any) -> None:
-        rank_zero_deprecation(
-            "`pytorch_lightning.profiler.SimpleProfiler` is deprecated in v1.9.0 and will be removed in v2.0.0."
-            " Use the equivalent `pytorch_lightning.profilers.SimpleProfiler` class instead."
-        )
-        super().__init__(*args, **kwargs)
-
-
-class XLAProfiler(NewXLAProfiler):
-    def __init__(self, *args: Any, **kwargs: Any) -> None:
-        rank_zero_deprecation(
-            "`pytorch_lightning.profiler.XLAProfiler` is deprecated in v1.9.0 and will be removed in v2.0.0."
-            " Use the equivalent `pytorch_lightning.profilers.XLAProfiler` class instead."
-        )
-        super().__init__(*args, **kwargs)
-
-
-__all__ = [
-    "Profiler",
-    "AdvancedProfiler",
-    "PassThroughProfiler",
-    "PyTorchProfiler",
-    "SimpleProfiler",
-    "XLAProfiler",
-]
diff --git a/tests/tests_pytorch/deprecated_api/test_remove_2-0.py b/tests/tests_pytorch/deprecated_api/test_remove_2-0.py
index b2a11bec4f..299b685a93 100644
--- a/tests/tests_pytorch/deprecated_api/test_remove_2-0.py
+++ b/tests/tests_pytorch/deprecated_api/test_remove_2-0.py
@@ -20,7 +20,6 @@ import torch
 from lightning_utilities.test.warning import no_warning_call
 from torch.utils.data import DataLoader
 
-import pytorch_lightning.profiler as profiler
 from pytorch_lightning import Trainer
 from pytorch_lightning.accelerators.cpu import CPUAccelerator
 from pytorch_lightning.cli import LightningCLI
@@ -320,21 +319,3 @@ def test_v1_8_1_deprecated_rank_zero_only():
 
     with pytest.deprecated_call(match="rank_zero_only` has been deprecated in v1.8.1"):
         rank_zero_only(lambda: None)
-
-
-@pytest.mark.parametrize(
-    "cls",
-    [
-        profiler.AdvancedProfiler,
-        profiler.PassThroughProfiler,
-        profiler.PyTorchProfiler,
-        profiler.SimpleProfiler,
-        pytest.param(profiler.XLAProfiler, marks=RunIf(tpu=True)),
-    ],
-)
-def test_profiler_classes_deprecated_warning(cls):
-    with pytest.deprecated_call(
-        match=f"profiler.{cls.__name__}` is deprecated in v1.9.0 and will be removed in v2.0.0."
-        f" Use .*profilers.{cls.__name__}` class instead."
-    ):
-        cls()