diff --git a/.gitignore b/.gitignore
index 71b51f82..37a9b111 100644
--- a/.gitignore
+++ b/.gitignore
@@ -11,6 +11,7 @@ __pycache__
 
 # Other generated files
 */version.py
+*/_version.py
 */cython_version.py
 htmlcov
 .coverage
diff --git a/pyproject.toml b/pyproject.toml
index 0889579c..d4edb45e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,5 +1,49 @@
 [build-system]
-requires = ["setuptools",
-            "setuptools_scm",
-            "wheel"]
-build-backend = 'setuptools.build_meta'
+requires = ["hatchling",
+"hatch-vcs"]
+build-backend = "hatchling.build"
+
+[project]
+name = "ccdproc"
+dynamic = ["version"]
+description = "Astropy affiliated package"
+readme = "README.rst"
+license = "BSD-3-clause"
+requires-python = ">=3.8"
+authors = [
+    { name = "Steve Crawford", email = "ccdproc@gmail.com" },
+    { name = "Matt Craig" },
+    { name = "and Michael Seifert" },
+]
+dependencies = [
+    "astropy>=5.0.1",
+    "astroscrappy>=1.0.8",
+    "numpy>=1.21",
+    "reproject>=0.7",
+    "scikit-image",
+    "scipy",
+]
+
+[project.optional-dependencies]
+docs = [
+    "matplotlib",
+    "sphinx-astropy",
+]
+test = [
+    "memory_profiler",
+    "pytest-astropy>=0.10.0",
+]
+
+[project.urls]
+Homepage = "http://ccdproc.readthedocs.io/"
+
+[tool.hatch.version]
+source = "vcs"
+
+[tool.hatch.build.hooks.vcs]
+version-file = "ccdproc/_version.py"
+
+[tool.hatch.build.targets.sdist]
+include = [
+    "/ccdproc",
+]
diff --git a/setup.cfg b/setup.cfg
deleted file mode 100644
index 93c3b091..00000000
--- a/setup.cfg
+++ /dev/null
@@ -1,117 +0,0 @@
-
-[tool:pytest]
-minversion = 2.2
-testpaths = "ccdproc" "docs"
-norecursedirs = build docs/_build
-doctest_plus = enabled
-addopts = --doctest-rst --color=yes
-filterwarnings=
-    error
-    ignore:numpy\.ufunc size changed:RuntimeWarning
-    ignore:numpy.ndarray size changed:RuntimeWarning
-    ignore:`np.bool` is a deprecated alias for the builtin `bool`:DeprecationWarning
-markers =
-    data_size(N): set dimension of square data array for ccd_data fixture
-    data_scale(s): set the scale of the normal distribution used to generate data
-    data_mean(m): set the center of the normal distribution used to generate data
-
-[metadata]
-name = ccdproc
-description = Astropy affiliated package
-long_description = This is a package for reducing optical/IR CCD data that relies on astropy
-author = Steve Crawford, Matt Craig, and Michael Seifert
-author_email = ccdproc@gmail.com
-license = BSD
-url = http://ccdproc.readthedocs.io/
-edit_on_github = False
-github_project = astropy/ccdproc
-
-[options]
-packages = find:
-zip_safe = False
-setup_requires = setuptools_scm
-install_requires = numpy>=1.21
-                   astropy>=5.0.1
-                   scipy
-                   astroscrappy>=1.0.8
-                   reproject>=0.7
-                   scikit-image
-python_requires = >=3.8
-
-[options.package_data]
-* = data/*
-
-[options.extras_require]
-test =
-    pytest-astropy>=0.10.0
-    memory_profiler
-docs =
-    sphinx-astropy
-    matplotlib
-
-
-[pycodestyle]
-# PEP8 errors/warnings:
-# (partially) taken from
-# https://pycodestyle.readthedocs.io/en/latest/intro.html#error-codes
-# E101 - mix of tabs and spaces
-# E111 - 4 spaces per indentation level
-# E112 - 4 spaces per indentation level
-# E113 - 4 spaces per indentation level
-# E221 - multiple spaces before operator
-# E222 - multiple spaces after operator
-# E223 - tab before operator
-# E224 - tab after operator
-# E225 - missing whitespace around operator
-# E241 - multiple whitespace after ','
-# E242 - tab after ','
-# E251 - unexpected spaces around keyword / parameter equals
-# E271 - multiple spaces after keyword
-# E272 - multiple spaces before keyword
-# E303 - too many blank lines
-# E304 - blank lines found after function decorator
-# E502 - the backslash is redundant between brackets
-# E703 - statement ends with a semicolon
-# E901 - SyntaxError or IndentationError
-# E902 - IOError
-# W191 - indentation contains tabs
-# W291 - trailing whitespace
-# W292 - no newline at end of file
-# W293 - blank line contains whitespace
-# W391 - blank line at end of file
-select = E101,E111,E112,E113,E221,E222,E223,E224,E225,E241,E242,E251,E271,E272,E303,E304,E502,E703,E901,E902,W191,W291,W292,W293,W391
-
-# PEP errors to ignore
-# ignore = ...
-
-# Excluding files that are directly copied from the package template or
-# generated
-exclude = _astropy_init.py,version.py
-
-[entry_points]
-
-[flake8]
-max-line-length = 100
-
-[coverage:run]
-source = ccdproc
-omit =
-  */ccdproc/__init__*
-  */ccdproc/conftest.py
-  */ccdproc/*setup*
-  */ccdproc/*/tests/*
-  */ccdproc/tests/*
-
-[coverage:report]
-exclude_lines =
-  # Have to re-enable the standard pragma
-  pragma: no cover
-  # Don't complain about packages we have installed
-  except ImportError
-  # Don't complain if tests don't hit assertions
-  raise AssertionError
-  raise NotImplementedError
-  # Don't complain about script hooks
-  def main\(.*\):
-  # Ignore branches that don't pertain to this version of Python
-  pragma: py{ignore_python_version}