diff --git a/.devcontainer/postCreateCommand.sh b/.devcontainer/postCreateCommand.sh
index 8a0bdd82..1105ebaf 100755
--- a/.devcontainer/postCreateCommand.sh
+++ b/.devcontainer/postCreateCommand.sh
@@ -1,4 +1,5 @@
 #! /usr/bin/env bash
+python -m pip install poetry-dynamic-versioning
 poetry config virtualenvs.in-project true --local
 poetry install --with cell_locations,collate,dev
 poetry run pre-commit install --install-hooks
diff --git a/CHANGELOG.md b/CHANGELOG.md
new file mode 100644
index 00000000..e69de29b
diff --git a/CITATION.cff b/CITATION.cff
index fb6ee350..f95ae1d4 100644
--- a/CITATION.cff
+++ b/CITATION.cff
@@ -66,6 +66,7 @@ authors:
     given-names: Gregory P.
     orcid: https://orcid.org/0000-0002-0503-9348
 title: "Reproducible processing of image-based profiling representations with Pycytominer"
-version: "0.3.0"
+# This version is updated using `cz bump` command
+version: "0.2.0"
 license: BSD 3-Clause License
 repository-code: "https://github.com/cytomining/pycytominer"
diff --git a/pycytominer/__about__.py b/pycytominer/__about__.py
index 94e2242a..c76a4b74 100644
--- a/pycytominer/__about__.py
+++ b/pycytominer/__about__.py
@@ -1,4 +1,6 @@
 __project__ = "pycytominer"
-__version__ = "0.2.0"
+# These version placeholders are updated during build by poetry-dynamic-versioning
+__version__ = "0.0.0"
+__version_tuple__ = (0, 0, 0)
 __license__ = "BSD 3-Clause License"
 __author__ = "Pycytominer Contributors"
diff --git a/pyproject.toml b/pyproject.toml
index 7a67ce35..cea4afcc 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,7 @@
 [tool.poetry]
 name = "pycytominer"
-version = "0.3.0"
+# This version is a placeholder updated during build by poetry-dynamic-versioning
+version = "0.0.0"
 description = "Python package for processing image-based profiling data"
 authors = [
     "Erik Serrano",
@@ -80,9 +81,25 @@ furo = "^2023.9.10"
 mock = "^5.1.0"
 autodoc = "^0.5.0"
 
-[build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
+[tool.poetry-dynamic-versioning]
+enable = true
+style = "pep440"
+vcs = "git"
+
+[tool.poetry-dynamic-versioning.substitution]
+files = ["pycytominer/__about__.py"]
+
+[tool.commitizen]
+# This version is used for changelog tracking and is updated using `cz bump`
+version = "0.2.0"
+name = "cz_conventional_commits"
+tag_format = "v$version"
+version_scheme = "pep440"
+version_provider = "commitizen"
+update_changelog_on_bump = true
+version_files = [
+    "CITATION.cff"
+]
 
 [tool.black]
 line-length = 88
@@ -90,3 +107,7 @@ target-version = ['py39']
 
 [tool.pytest.ini_options]
 testpaths = "tests"
+
+[build-system]
+requires = ["poetry-core>=1.7.0", "poetry-dynamic-versioning>=1.1.0"]
+build-backend = "poetry_dynamic_versioning.backend"