diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
index ff7caad0..040d7580 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/ci.yaml
@@ -1,10 +1,6 @@
 name: CI
 
-on:
-  push:
-    branches:
-      - master
-  pull_request: ~
+on: [push, pull_request]
 
 env:
   CACHE_VERSION: 3
@@ -49,9 +45,8 @@ jobs:
         run: |
           python -m venv venv
           . venv/bin/activate
-          python -m pip install -U pip setuptools wheel
-          pip3 install coveralls coverage pre-commit pytest-cov pytest-benchmark
-          pip3 install -e ".["with_everything"]"
+          python -m pip install --disable-pip-version-check -U pip poetry
+          poetry install -E with_everything
       - name: Generate pre-commit restore key
         id: generate-pre-commit-key
         run: >-
@@ -111,7 +106,8 @@ jobs:
       - name: Run formatting check
         run: |
           . venv/bin/activate
-          pip install -e .
+          python -m pip install --disable-pip-version-check -U pip poetry
+          poetry install -E with_everything
           pre-commit run --all-files
 
   prepare-tests-linux:
@@ -119,7 +115,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: [3.6, 3.7, 3.8, 3.9, 3.10-dev]
+        python-version: [3.6, 3.7, 3.8, 3.9]
     outputs:
       python-key: ${{ steps.generate-python-key.outputs.key }}
     steps:
@@ -153,8 +149,8 @@ jobs:
         run: |
           python -m venv venv
           . venv/bin/activate
-          python -m pip install -U pip setuptools wheel coveralls coverage pre-commit pytest-cov pytest-benchmark
-          pip3 install -e ".["with_everything"]"
+          python -m pip install --disable-pip-version-check -U pip poetry
+          poetry install -E with_everything
 
   pytest-linux:
     name: Run tests Python ${{ matrix.python-version }} (Linux)
@@ -163,7 +159,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: [3.6, 3.7, 3.8, 3.9, 3.10-dev]
+        python-version: [3.6, 3.7, 3.8, 3.9]
     steps:
       - name: Check out code from GitHub
         uses: actions/checkout@v2.3.4
@@ -188,7 +184,8 @@ jobs:
       - name: Run pytest
         run: |
           . venv/bin/activate
-          python -m pip install -U pip setuptools wheel coveralls coverage pre-commit pytest-cov pytest-benchmark
+          python -m pip install --disable-pip-version-check -U pip poetry
+          poetry install
           pytest --benchmark-disable --cov --cov-report= tests/
 
 
@@ -224,8 +221,8 @@ jobs:
       - name: Run nosetests
         run: |
           . venv/bin/activate
-          pip install safety pipenv numpy tzlocal nose coverage coveralls -U
-          pip freeze | safety check --stdin
+          python -m pip install --disable-pip-version-check -U pip poetry
+          poetry install
           nosetests -s --with-coverage --cover-inclusive --cover-package=prospector tests/
           mv .coverage .coverage.x
           coverage run --parallel-mode prospector/run.py || true
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 046af6f7..296e99c7 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -22,11 +22,11 @@ jobs:
           python-version: ${{ env.DEFAULT_PYTHON }}
       - name: Install requirements
         run: |
-          python -m pip install -U pip twine wheel
-          python -m pip install -U "setuptools>=56.0.0"
+          python -m pip install --disable-pip-version-check -U pip twine poetry
       - name: Build distributions
         run: |
-          python setup.py sdist bdist_wheel
+          poetry build -f wheel
+          poetry build -f sdist
       - name: Upload to PyPI
         if: github.event_name == 'release' && startsWith(github.ref, 'refs/tags')
         env:
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 890b3e68..74f8d814 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -20,6 +20,7 @@ repos:
       - id: codespell
         args:
             - --ignore-words-list=nin
+            - --skip=poetry.lock
 -   repo: https://gitlab.com/pycqa/flake8
     rev: 3.9.2
     hooks:
diff --git a/CONTRIBUTING.rst b/CONTRIBUTING.rst
index cc89615e..b8c4553f 100644
--- a/CONTRIBUTING.rst
+++ b/CONTRIBUTING.rst
@@ -37,7 +37,7 @@ handling the output of other tools. However, please do run them before submittin
 
     nosetests tests/
 
-Prospector targets Python 2.7, 3.4, 3.5, 3.6, 3.7 and 3.8. You can use `tox`_ to test this locally,
+Prospector targets Python 3.6, 3.7, 3.8 and 3.9. You can use `tox`_ to test this locally,
 and all tests are run on `travis-ci.org`_.
 
 .. _tox: https://tox.readthedocs.io/en/latest/
diff --git a/CONTRIBUTORS.rst b/CONTRIBUTORS.rst
index a7d47c50..8834796d 100644
--- a/CONTRIBUTORS.rst
+++ b/CONTRIBUTORS.rst
@@ -31,3 +31,4 @@ Contributors
 * Steven Myint ([@myint](https://github.com/myint))
 * Sushobhit ([@sushobhit27](https://github.com/sushobhit27))
 * Yaroslav Kurlaev ([@ykurlaev](https://github.com/ykurlaev))
+* Pierre Sassoulas ([@Pierre-Sassoulas](https://github.com/Pierre-Sassoulas))
diff --git a/Dockerfile b/Dockerfile
deleted file mode 100644
index 0fe23aad..00000000
--- a/Dockerfile
+++ /dev/null
@@ -1,29 +0,0 @@
-FROM python:3
-
-ENV DEBIAN_FRONTEND=noninteractive
-
-RUN apt-get update \
-    && apt-get -y install --no-install-recommends apt-utils 2>&1 \
-    && apt-get -y install git locales gcc g++ sudo procps lsb-release \
-    && apt-get autoremove -y \
-    && apt-get clean -y \
-    && rm -rf /var/lib/apt/lists/*
-
-ARG USERNAME=prospector-dev
-RUN useradd -m $USERNAME
-
-RUN echo $USERNAME ALL=\(root\) NOPASSWD:ALL > /etc/sudoers.d/$USERNAME
-RUN chmod 0440 /etc/sudoers.d/$USERNAME
-
-RUN echo "    StrictHostKeyChecking no" >> /etc/ssh/ssh_config
-
-RUN mkdir -p /workspaces/prospector
-RUN chown -Rf 1000:1000 /workspaces/prospector
-COPY --chown=1000:1000 . /workspaces/prospector/
-ENV HOME /workspaces/prospector
-USER $USERNAME
-WORKDIR /workspaces/prospector/
-RUN sudo python3 -m pip install --no-cache-dir -e .[with_everything]
-RUN sudo python3 -m pip install --no-cache-dir pre-commit rope
-RUN pre-commit install
-ENV DEBIAN_FRONTEND=dialog
diff --git a/README.rst b/README.rst
index c33a15f2..13006763 100644
--- a/README.rst
+++ b/README.rst
@@ -40,11 +40,10 @@ the output depending on the libraries your project uses.
 Installation
 ------------
 
-Prospector can be installed using ``pip`` by running the following command::
+Prospector can be installed from PyPI using ``pip`` by running the following command::
 
     pip install prospector
 
-
 Optional dependencies for Prospector, such as ``pyroma`` can also be installed by running::
 
     pip install prospector[with_pyroma]
@@ -56,6 +55,14 @@ Some shells (such as ``Zsh``, the default shell of macOS Catalina) require brack
 For a list of all of the optional dependencies, see the optional extras section on the ReadTheDocs
 page on `Supported Tools Extras <https://prospector.readthedocs.io/en/latest/supported_tools.html#optional-extras>`_.
 
+For local development, [poetry](https://python-poetry.org/) is used. Check out the code, then run::
+
+    poetry install
+
+And for extras::
+
+    poetry install -E with_everything
+
 For more detailed information on installing the tool, see the
 `installation section <http://prospector.readthedocs.io/en/latest/#installation>`_ of the tool's main page
 on ReadTheDocs.
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 00000000..a7099f5d
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,1280 @@
+[[package]]
+name = "astroid"
+version = "2.7.2"
+description = "An abstract syntax tree for Python with inference support."
+category = "main"
+optional = false
+python-versions = "~=3.6"
+
+[package.dependencies]
+lazy-object-proxy = ">=1.4.0"
+typed-ast = {version = ">=1.4.0,<1.5", markers = "implementation_name == \"cpython\" and python_version < \"3.8\""}
+typing-extensions = {version = ">=3.7.4", markers = "python_version < \"3.8\""}
+wrapt = ">=1.11,<1.13"
+
+[[package]]
+name = "atomicwrites"
+version = "1.4.0"
+description = "Atomic file writes."
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "attrs"
+version = "21.2.0"
+description = "Classes Without Boilerplate"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[package.extras]
+dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit"]
+docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
+tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface"]
+tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins"]
+
+[[package]]
+name = "backports.entry-points-selectable"
+version = "1.1.0"
+description = "Compatibility shim providing selectable entry points for older implementations"
+category = "dev"
+optional = false
+python-versions = ">=2.7"
+
+[package.dependencies]
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
+testing = ["pytest (>=4.6)", "pytest-flake8", "pytest-cov", "pytest-black (>=0.3.7)", "pytest-mypy", "pytest-checkdocs (>=2.4)", "pytest-enabler (>=1.0.1)"]
+
+[[package]]
+name = "backports.zoneinfo"
+version = "0.2.1"
+description = "Backport of the standard library zoneinfo module"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+importlib-resources = {version = "*", markers = "python_version < \"3.7\""}
+
+[package.extras]
+tzdata = ["tzdata"]
+
+[[package]]
+name = "bandit"
+version = "1.7.0"
+description = "Security oriented static analyser for python code."
+category = "main"
+optional = true
+python-versions = ">=3.5"
+
+[package.dependencies]
+colorama = {version = ">=0.3.9", markers = "platform_system == \"Windows\""}
+GitPython = ">=1.0.1"
+PyYAML = ">=5.3.1"
+six = ">=1.10.0"
+stevedore = ">=1.20.0"
+
+[[package]]
+name = "certifi"
+version = "2021.5.30"
+description = "Python package for providing Mozilla's CA Bundle."
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "cfgv"
+version = "3.3.1"
+description = "Validate configuration and produce human readable error messages."
+category = "dev"
+optional = false
+python-versions = ">=3.6.1"
+
+[[package]]
+name = "charset-normalizer"
+version = "2.0.4"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+category = "dev"
+optional = false
+python-versions = ">=3.5.0"
+
+[package.extras]
+unicode_backport = ["unicodedata2"]
+
+[[package]]
+name = "colorama"
+version = "0.4.4"
+description = "Cross-platform colored terminal text."
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[[package]]
+name = "coverage"
+version = "5.5"
+description = "Code coverage measurement for Python"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
+
+[package.extras]
+toml = ["toml"]
+
+[[package]]
+name = "coveralls"
+version = "3.2.0"
+description = "Show coverage stats online via coveralls.io"
+category = "dev"
+optional = false
+python-versions = ">= 3.5"
+
+[package.dependencies]
+coverage = ">=4.1,<6.0"
+docopt = ">=0.6.1"
+requests = ">=1.0.0"
+
+[package.extras]
+yaml = ["PyYAML (>=3.10)"]
+
+[[package]]
+name = "distlib"
+version = "0.3.2"
+description = "Distribution utilities"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "docopt"
+version = "0.6.2"
+description = "Pythonic argument parser, that will make you smile"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "docutils"
+version = "0.17.1"
+description = "Docutils -- Python Documentation Utilities"
+category = "main"
+optional = true
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[[package]]
+name = "dodgy"
+version = "0.2.1"
+description = "Dodgy: Searches for dodgy looking lines in Python code"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "filelock"
+version = "3.0.12"
+description = "A platform independent file lock."
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "flake8"
+version = "2.3.0"
+description = "the modular source code checker: pep8, pyflakes and co"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+mccabe = ">=0.2.1"
+pep8 = ">=1.5.7"
+pyflakes = ">=0.8.1"
+
+[[package]]
+name = "flake8-polyfill"
+version = "1.0.2"
+description = "Polyfill package for Flake8 plugins"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+flake8 = "*"
+
+[[package]]
+name = "frosted"
+version = "1.4.1"
+description = "A passive Python syntax checker"
+category = "main"
+optional = true
+python-versions = "*"
+
+[package.dependencies]
+pies = ">=2.6.0"
+
+[[package]]
+name = "gitdb"
+version = "4.0.7"
+description = "Git Object Database"
+category = "main"
+optional = true
+python-versions = ">=3.4"
+
+[package.dependencies]
+smmap = ">=3.0.1,<5"
+
+[[package]]
+name = "gitpython"
+version = "3.1.20"
+description = "Python Git Library"
+category = "main"
+optional = true
+python-versions = ">=3.6"
+
+[package.dependencies]
+gitdb = ">=4.0.1,<5"
+typing-extensions = {version = ">=3.7.4.3", markers = "python_version < \"3.10\""}
+
+[[package]]
+name = "identify"
+version = "2.2.13"
+description = "File identification library for Python"
+category = "dev"
+optional = false
+python-versions = ">=3.6.1"
+
+[package.extras]
+license = ["editdistance-s"]
+
+[[package]]
+name = "idna"
+version = "3.2"
+description = "Internationalized Domain Names in Applications (IDNA)"
+category = "dev"
+optional = false
+python-versions = ">=3.5"
+
+[[package]]
+name = "importlib-metadata"
+version = "4.7.1"
+description = "Read metadata from Python packages"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""}
+zipp = ">=0.5"
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
+perf = ["ipython"]
+testing = ["pytest (>=4.6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "packaging", "pep517", "pyfakefs", "flufl.flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy", "importlib-resources (>=1.3)"]
+
+[[package]]
+name = "importlib-resources"
+version = "5.2.2"
+description = "Read resources from Python packages"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
+testing = ["pytest (>=4.6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-black (>=0.3.7)", "pytest-mypy"]
+
+[[package]]
+name = "iniconfig"
+version = "1.1.1"
+description = "iniconfig: brain-dead simple config-ini parsing"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "isort"
+version = "5.9.3"
+description = "A Python utility / library to sort Python imports."
+category = "main"
+optional = false
+python-versions = ">=3.6.1,<4.0"
+
+[package.extras]
+pipfile_deprecated_finder = ["pipreqs", "requirementslib"]
+requirements_deprecated_finder = ["pipreqs", "pip-api"]
+colors = ["colorama (>=0.4.3,<0.5.0)"]
+plugins = ["setuptools"]
+
+[[package]]
+name = "lazy-object-proxy"
+version = "1.6.0"
+description = "A fast and thorough lazy object proxy."
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+
+[[package]]
+name = "mccabe"
+version = "0.6.1"
+description = "McCabe checker, plugin for flake8"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "mypy"
+version = "0.910"
+description = "Optional static typing for Python"
+category = "main"
+optional = true
+python-versions = ">=3.5"
+
+[package.dependencies]
+mypy-extensions = ">=0.4.3,<0.5.0"
+toml = "*"
+typed-ast = {version = ">=1.4.0,<1.5.0", markers = "python_version < \"3.8\""}
+typing-extensions = ">=3.7.4"
+
+[package.extras]
+dmypy = ["psutil (>=4.0)"]
+python2 = ["typed-ast (>=1.4.0,<1.5.0)"]
+
+[[package]]
+name = "mypy-extensions"
+version = "0.4.3"
+description = "Experimental type system extensions for programs checked with the mypy typechecker."
+category = "main"
+optional = true
+python-versions = "*"
+
+[[package]]
+name = "nodeenv"
+version = "1.6.0"
+description = "Node.js virtual environment builder"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "nose"
+version = "1.3.7"
+description = "nose extends unittest to make testing easier"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "packaging"
+version = "21.0"
+description = "Core utilities for Python packages"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+pyparsing = ">=2.0.2"
+
+[[package]]
+name = "pbr"
+version = "5.6.0"
+description = "Python Build Reasonableness"
+category = "main"
+optional = true
+python-versions = ">=2.6"
+
+[[package]]
+name = "pep8"
+version = "1.7.1"
+description = "Python style guide checker"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "pep8-naming"
+version = "0.10.0"
+description = "Check PEP-8 naming conventions, plugin for flake8"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+flake8-polyfill = ">=1.0.2,<2"
+
+[[package]]
+name = "pies"
+version = "2.6.7"
+description = "The simplest way to write one program that runs on both Python 2 and Python 3."
+category = "main"
+optional = true
+python-versions = "*"
+
+[[package]]
+name = "platformdirs"
+version = "2.2.0"
+description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.extras]
+docs = ["Sphinx (>=4)", "furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)"]
+test = ["appdirs (==1.4.4)", "pytest (>=6)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)"]
+
+[[package]]
+name = "pluggy"
+version = "0.13.1"
+description = "plugin and hook calling mechanisms for python"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[package.dependencies]
+importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
+
+[package.extras]
+dev = ["pre-commit", "tox"]
+
+[[package]]
+name = "pre-commit"
+version = "2.14.0"
+description = "A framework for managing and maintaining multi-language pre-commit hooks."
+category = "dev"
+optional = false
+python-versions = ">=3.6.1"
+
+[package.dependencies]
+cfgv = ">=2.0.0"
+identify = ">=1.0.0"
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+importlib-resources = {version = "*", markers = "python_version < \"3.7\""}
+nodeenv = ">=0.11.1"
+pyyaml = ">=5.1"
+toml = "*"
+virtualenv = ">=20.0.8"
+
+[[package]]
+name = "py"
+version = "1.10.0"
+description = "library with cross-python path, ini-parsing, io, code, log facilities"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
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+]
+wrapt = [
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+]
+zipp = [
+    {file = "zipp-3.5.0-py3-none-any.whl", hash = "sha256:957cfda87797e389580cb8b9e3870841ca991e2125350677b2ca83a0e99390a3"},
+    {file = "zipp-3.5.0.tar.gz", hash = "sha256:f5812b1e007e48cff63449a5e9f4e7ebea716b4111f9c4f9a645f91d579bf0c4"},
+]
diff --git a/pyproject.toml b/pyproject.toml
index 5fcfd0dc..86c853b6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,3 +1,86 @@
+[tool.poetry]
+name = "prospector"
+version = "1.5.0.dev2"
+description = ""
+authors = ["Carl Crowder <git@carlcrowder.com>"]
+maintainers = ["Carl Crowder <git@carlcrowder.com>",
+               "Carlos Coelho <carlospecter@gmail.com>",
+               "Pierre Sassoulas <pierre.sassoulas@gmail.com>"]
+readme = "README.rst"
+homepage = "http://prospector.readthedocs.io"
+repository = "https://github.com/prospector"
+keywords = ["pylint", "prospector", "static code analysis"]
+license = "GPLv2"
+classifiers = [
+    "Development Status :: 5 - Production/Stable",
+    "Environment :: Console",
+    "Intended Audience :: Developers",
+    "Operating System :: Unix",
+    "Topic :: Software Development :: Quality Assurance",
+    "Programming Language :: Python :: 3.6",
+    "Programming Language :: Python :: 3.7",
+    "Programming Language :: Python :: 3.8",
+    "Programming Language :: Python :: 3.9",
+    "Programming Language :: Python :: 3.10",
+    "License :: OSI Approved :: GNU General Public License v2 or later (GPLv2+)",
+]
+packages = [
+  { include = "prospector/"}
+]
+include = [
+  "LICENSE",
+  "prospector/blender_combinations.yaml",
+  "prospector/profiles/profiles/*.yaml",
+  "README.rst"
+]
+
+[tool.poetry.scripts]
+prospector = 'prospector.run:main'
+
+[tool.poetry.dependencies]
+python = ">=3.6.1,<4.0"
+pylint = "^2.10.2"
+pylint-celery = "0.3"
+pylint-django = "^2.4.4"
+pylint-flask = "0.6"
+pylint-plugin-utils = "^0.6"
+requirements-detector = "^0.7"
+setoptconf = "^0.2.0"
+PyYAML = "*"
+mccabe = "^0.6.0"
+pyflakes = "~2.2.0"
+pycodestyle = ">=2.6.0,<2.9.0"
+pep8-naming = ">=0.3.3,<=0.10.0"
+pydocstyle = "~2.0.0"
+dodgy = "^0.2.1"
+bandit = {version = "^1.7.0", optional = true}
+frosted = {version = "^1.4.1", optional = true}
+vulture = {version = "^1.5", optional = true}
+mypy = {version = "^0.910", optional = true}
+pyroma = {version = "~2.4", optional = true}
+toml = "^0.10.2"
+
+[tool.poetry.extras]
+with_bandit = ["bandit"]
+with_frosted = ["frosted"]
+with_mypy = ["mypy"]
+with_pyroma = ["pyroma"]
+with_vulture = ["vulture"]
+with_everything = ["bandit", "frosted", "mypy", "pyroma", "vulture"]
+
+[tool.poetry.dev-dependencies]
+coveralls = "^3.2.0"
+pytest = "^6.2.4"
+pytest-benchmark = "^3.4.1"
+tzlocal = "^3.0"
+nose = "^1.3.7"
+coverage = "^5.5"
+pre-commit = "^2.14.0"
+
+[build-system]
+requires = ["poetry-core>=1.0.0"]
+build-backend = "poetry.core.masonry.api"
+
 [tool.black]
 line-length = 120
 exclude = '''
diff --git a/setup.py b/setup.py
deleted file mode 100644
index 2809bba9..00000000
--- a/setup.py
+++ /dev/null
@@ -1,97 +0,0 @@
-# -*- coding: utf-8 -*-
-# pylint: skip-file
-import codecs
-import os
-from distutils.core import setup
-
-from setuptools import find_packages
-
-with open("prospector/__pkginfo__.py") as f:
-    exec(f.read())
-_VERSION = globals()["__version__"]
-
-_PACKAGES = find_packages(exclude=["*.tests", "*.tests.*", "tests.*", "tests"])
-
-_INSTALL_REQUIRES = [
-    "pylint-plugin-utils>=0.2.6",
-    "pylint-celery==0.3",
-    "pylint-flask==0.6",
-    "requirements-detector>=0.6",
-    "setoptconf>=0.2.0",
-    "dodgy>=0.1.9",
-    "pyyaml",
-    "mccabe>=0.5.0",
-    "pyflakes<2.3.0,>=2.2.0",
-    "pycodestyle<2.9.0,>=2.6.0",
-    "pep8-naming>=0.3.3,<=0.10.0",
-    "pydocstyle>=2.0.0",
-    "pylint<3,>=2.8.3",
-    "pylint-django<2.2.0",
-]
-
-
-_PACKAGE_DATA = {
-    "prospector": [
-        "blender_combinations.yaml",
-    ]
-}
-profiledir = os.path.join(os.path.dirname(__file__), "prospector/profiles/profiles")
-_PACKAGE_DATA["prospector"] += [profile for profile in os.listdir(profiledir)]
-
-_CLASSIFIERS = [
-    "Development Status :: 4 - Beta",
-    "Environment :: Console",
-    "Intended Audience :: Developers",
-    "Operating System :: Unix",
-    "Topic :: Software Development :: Quality Assurance",
-    "Programming Language :: Python :: 3.6",
-    "Programming Language :: Python :: 3.7",
-    "Programming Language :: Python :: 3.8",
-    "Programming Language :: Python :: 3.9",
-    "Programming Language :: Python :: 3.10",
-    "License :: OSI Approved :: " "GNU General Public License v2 or later (GPLv2+)",
-]
-
-_OPTIONAL = {
-    "with_bandit": ("bandit>=1.5.1",),
-    "with_frosted": ("frosted>=1.4.1",),
-    "with_vulture": ("vulture>=1.5",),
-    "with_pyroma": ("pyroma>=2.4",),
-    "with_mypy": ("mypy>=0.600",),
-}
-
-with_everything = [req for req_list in _OPTIONAL.values() for req in req_list]
-_OPTIONAL["with_everything"] = sorted(with_everything)
-
-if os.path.exists("README.rst"):
-    _LONG_DESCRIPTION = codecs.open("README.rst", "r", "utf-8").read()
-else:
-    _LONG_DESCRIPTION = "Prospector: python static analysis tool. See http://prospector.readthedocs.io"
-
-
-setup(
-    name="prospector",
-    version=_VERSION,
-    url="http://prospector.readthedocs.io",
-    author="landscape.io",
-    author_email="code@landscape.io",
-    maintainer="Carlos Coelho",
-    maintainer_email="carlospecter@gmail.com",
-    license="GPLv2",
-    zip_safe=False,
-    description="Prospector: python static analysis tool",
-    long_description=_LONG_DESCRIPTION,
-    keywords="pylint pyflakes pep8 mccabe frosted prospector static code analysis",
-    classifiers=_CLASSIFIERS,
-    package_data=_PACKAGE_DATA,
-    include_package_data=True,
-    packages=_PACKAGES,
-    entry_points={
-        "console_scripts": [
-            "prospector = prospector.run:main",
-        ]
-    },
-    install_requires=_INSTALL_REQUIRES,
-    extras_require=_OPTIONAL,
-    python_requires=">=3.6",
-)