diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
index ded92a4..7cda49f 100644
--- a/.github/workflows/build.yaml
+++ b/.github/workflows/build.yaml
@@ -15,23 +15,23 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: ["3.7", "3.8", "3.9", "3.10"]
+        python-version: ["3.8", "3.9", "3.10"]
     steps:
     - name: Check out repository
-      uses: actions/checkout@v2
+      uses: actions/checkout@v3
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v4
       with:
         python-version: ${{ matrix.python-version }}
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
-        pip install -e .[tests]
-        pip install coverage  'coveralls<3.3'
+        python -m pip install 'poetry'
+        poetry install
     - name: Run tests
-      run: coverage run -m pytest
+      run: poetry run coverage run -m pytest
     - name: Coveralls report
-      run: coveralls --service=github
+      run: poetry run coveralls --service=github
       env:
         GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
 
@@ -43,19 +43,17 @@ jobs:
     runs-on: ubuntu-latest
     steps:
     - name: Check out repository
-      uses: actions/checkout@v2
+      uses: actions/checkout@v3
     - name: Set up Python
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v4
       with:
-        python-version: '3.x'
+        python-version: '3.9'
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
-        pip install setuptools wheel twine
+        python -m pip install 'poetry'
     - name: Build package and publish to PyPI
-      env:
-        TWINE_USERNAME: __token__
-        TWINE_PASSWORD: ${{ secrets.PYPI_OCS_ARCHIVE_API_TOKEN }}
       run: |
-        python setup.py sdist bdist_wheel
-        twine upload dist/*
+        poetry build -f wheel
+        poetry build -f sdist
+        poetry publish -u "__token__" -p '${{ secrets.PYPI_OBS_PORTAL_API_TOKEN }}'
diff --git a/README.md b/README.md
index 1ce6269..43c1402 100644
--- a/README.md
+++ b/README.md
@@ -10,7 +10,7 @@ A base library for the Science Archive and Ingester library to support generaliz
 
 Optional prerequisites may be skipped for reduced functionality.
 
--   Python >= 3.7
+-   Python >= 3.8
 
 ## Usage
 
@@ -88,11 +88,30 @@ The library supports three types of file storage by default, that can be selecte
 
 ## Development
 
-### Running the Tests
+### **Poetry**
 
-After cloning this project, from the project root and inside your virtual environment:
+We use Poetry for package management. If you already have Poetry installed, you
+can skip this section.
 
-```bash
-(venv) $ pip install -e .[tests]
-(venv) $ pytest
+You can install Poetry using one of the many options listed at https://python-poetry.org/docs/#installation.
+One simple option is using Pipx:
+
+    python3 -m pip install --user pipx
+    python3 -m pipx ensurepath
+    pipx install poetry
+
+### **Install**
+
+Install the project and its Python dependencies:
+
+    poetry install
+
+This will install the project in a Poetry managed virtual environment. To run
+commands in that environment either use `poetry run ...` or start a shell in
+that environment with `poetry shell`
+
+### **Test**
+
+```
+poetry run pytest
 ```
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..6f1c841
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,652 @@
+# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
+
+[[package]]
+name = "astropy"
+version = "5.2.2"
+description = "Astronomy and astrophysics core library"
+optional = false
+python-versions = ">=3.8"
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+    {file = "astropy-5.2.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0ccf6f16cf7e520247ecc9d1a66dd4c3927fd60622203bdd1d06655ad81fa18f"},
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+    {file = "astropy-5.2.2.tar.gz", hash = "sha256:e6a9e34716bda5945788353c63f0644721ee7e5447d16b1cdcb58c48a96b0d9c"},
+]
+
+[package.dependencies]
+numpy = ">=1.20"
+packaging = ">=19.0"
+pyerfa = ">=2.0"
+PyYAML = ">=3.13"
+
+[package.extras]
+all = ["asdf (>=2.10.0)", "beautifulsoup4", "bleach", "bottleneck", "certifi", "dask[array]", "fsspec[http] (>=2022.8.2)", "h5py", "html5lib", "ipython (>=4.2)", "jplephem", "matplotlib (>=3.1,!=3.4.0,!=3.5.2)", "mpmath", "pandas", "pyarrow (>=5.0.0)", "pytest (>=7.0)", "pytz", "s3fs (>=2022.8.2)", "scipy (>=1.5)", "sortedcontainers", "typing-extensions (>=3.10.0.1)"]
+docs = ["Jinja2 (>=3.0)", "matplotlib (>=3.1,!=3.4.0,!=3.5.2)", "pytest (>=7.0)", "scipy (>=1.3)", "sphinx", "sphinx-astropy (>=1.6)", "sphinx-changelog (>=1.2.0)"]
+recommended = ["matplotlib (>=3.1,!=3.4.0,!=3.5.2)", "scipy (>=1.5)"]
+test = ["pytest (>=7.0)", "pytest-astropy (>=0.10)", "pytest-astropy-header (>=0.2.1)", "pytest-doctestplus (>=0.12)", "pytest-xdist"]
+test-all = ["coverage[toml]", "ipython (>=4.2)", "objgraph", "pytest (>=7.0)", "pytest-astropy (>=0.10)", "pytest-astropy-header (>=0.2.1)", "pytest-doctestplus (>=0.12)", "pytest-xdist", "sgp4 (>=2.3)", "skyfield (>=1.20)"]
+
+[[package]]
+name = "boto3"
+version = "1.28.34"
+description = "The AWS SDK for Python"
+optional = false
+python-versions = ">= 3.7"
+files = [
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+s3transfer = ">=0.6.0,<0.7.0"
+
+[package.extras]
+crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
+
+[[package]]
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+description = "Low-level, data-driven core of boto 3."
+optional = false
+python-versions = ">= 3.7"
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+version = "2023.7.22"
+description = "Python package for providing Mozilla's CA Bundle."
+optional = false
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+optional = false
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+secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
+socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = ">=3.8"
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diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..35a88ce
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,46 @@
+[tool.poetry]
+name = "ocs-archive"
+version = "0.2.10"
+description = "Base library for the science archive and ingester of an observatory control system"
+authors = ["Observatory Control System Project <ocs@lco.global>"]
+license = "GPL-3.0-only"
+readme = "README.md"
+homepage = "https://observatorycontrolsystem.github.io"
+repository = "https://github.com/observatorycontrolsystem/ocs_archive"
+keywords = [
+    "observations",
+    "astronomy",
+    "astrophysics",
+    "cosmology",
+    "science",
+]
+classifiers=[
+    "Development Status :: 3 - Alpha",
+    "Intended Audience :: Science/Research",
+    "Operating System :: OS Independent",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.8",
+    "Programming Language :: Python :: 3.9",
+    "Programming Language :: Python :: 3.10",
+    "Topic :: Scientific/Engineering :: Astronomy",
+    "Topic :: Scientific/Engineering :: Physics"
+]
+
+[tool.poetry.dependencies]
+python = ">=3.8"
+astropy = ">=3,<6"
+boto3 = ">=1,<2"
+requests = ">=2.31,<3"
+python-dateutil = ">=2,<3"
+
+[tool.poetry.group.dev.dependencies]
+pytest = ">=7,<8"
+responses = ">=0.16.0,<1"
+coverage = ">=6,<7"
+
+[tool.poetry.group.CI.dependencies]
+coveralls = ">=3,<4"
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
diff --git a/setup.py b/setup.py
deleted file mode 100644
index 13808d2..0000000
--- a/setup.py
+++ /dev/null
@@ -1,37 +0,0 @@
-from setuptools import setup
-
-# Read the contents of the README
-from os import path
-this_directory = path.abspath(path.dirname(__file__))
-with open(path.join(this_directory, 'README.md'), encoding='utf-8') as f:
-    long_description = f.read()
-
-setup(
-    name='ocs_archive',
-    use_scm_version=True,
-    description='Base library for the science archive and ingester of an observatory control system',
-    long_description=long_description,
-    long_description_content_type='text/markdown',
-    url='https://github.com/observatorycontrolsystem/ocs_archive',
-    packages=['ocs_archive', 'ocs_archive.input', 'ocs_archive.settings', 'ocs_archive.storage'],
-    python_requires='>=3.7',
-    classifiers=[
-        'License :: OSI Approved :: GNU General Public License v3 (GPLv3)',
-        'Development Status :: 3 - Alpha',
-        'Intended Audience :: Science/Research',
-        'Topic :: Scientific/Engineering :: Astronomy',
-        'Topic :: Scientific/Engineering :: Physics'
-    ],
-    keywords=['archive', 'astronomy', 'astrophysics', 'cosmology', 'science', 'ocs', 'observatory'],
-    setup_requires=['setuptools_scm'],
-    install_requires=[
-        'astropy',
-        'boto3',
-        'python-dateutil',
-        'requests==2.28.1'
-    ],
-    extras_require={
-        'tests': ['pytest',
-                  'responses==0.16.0']
-    }
-)