diff --git a/.gitattributes b/.gitattributes
new file mode 100644
index 00000000..07fe41c5
--- /dev/null
+++ b/.gitattributes
@@ -0,0 +1,2 @@
+# GitHub syntax highlighting
+pixi.lock linguist-language=YAML linguist-generated=true
diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
index b1a1a7d9..1e038433 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/ci.yaml
@@ -70,3 +70,29 @@ jobs:
           fail_ci_if_error: true
           token: ${{ secrets.CODECOV_TOKEN }}
           verbose: true
+
+  test-zarr:
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+
+    defaults:
+      run:
+        shell: bash -el {0}
+
+    steps:
+      - name: Checkout source
+        uses: actions/checkout@v4
+        with:
+          submodules: recursive
+          fetch-depth: 0 # required for version resolution
+
+      - name: Set up Pixi
+        uses: prefix-dev/setup-pixi@v0.8.14
+        with:
+          pixi-version: v0.49.0
+          cache: true
+
+      - name: Run tests
+        shell: "bash -l {0}"
+        run: pixi run -e default hatch run test:test-zarr
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
index 6b7d99f1..89d651ef 100644
--- a/.gitignore
+++ b/.gitignore
@@ -104,3 +104,6 @@ numcodecs/version.py
 
 # Cython generated
 numcodecs/*.c
+# pixi environments
+.pixi/*
+*.egg-info
\ No newline at end of file
diff --git a/numcodecs/zarr3.py b/numcodecs/zarr3.py
index 3ace9814..3301a7b1 100644
--- a/numcodecs/zarr3.py
+++ b/numcodecs/zarr3.py
@@ -29,17 +29,19 @@
 import math
 from dataclasses import dataclass, replace
 from functools import cached_property
+from importlib.metadata import version
 from typing import Any, Self
 from warnings import warn
 
 import numpy as np
+from packaging.version import Version
 
 import numcodecs
 
 try:
-    import zarr
+    import zarr  # noqa: F401
 
-    if zarr.__version__ < "3.0.0":  # pragma: no cover
+    if Version(version('zarr')) < Version("3.0.0"):  # pragma: no cover
         raise ImportError("zarr 3.0.0 or later is required to use the numcodecs zarr integration.")
 except ImportError as e:  # pragma: no cover
     raise ImportError(
@@ -56,6 +58,23 @@
 CODEC_PREFIX = "numcodecs."
 
 
+def _from_zarr_dtype(dtype: Any) -> np.dtype:
+    """
+    Get a numpy data type from an array spec, depending on the zarr version.
+    """
+    if Version(version('zarr')) >= Version("3.1.0"):
+        return dtype.to_native_dtype()
+    return dtype  # pragma: no cover
+
+
+def _to_zarr_dtype(dtype: np.dtype) -> Any:
+    if Version(version('zarr')) >= Version("3.1.0"):
+        from zarr.dtype import parse_data_type
+
+        return parse_data_type(dtype, zarr_format=3)
+    return dtype  # pragma: no cover
+
+
 def _expect_name_prefix(codec_name: str) -> str:
     if not codec_name.startswith(CODEC_PREFIX):
         raise ValueError(
@@ -224,7 +243,8 @@ class LZMA(_NumcodecsBytesBytesCodec, codec_name="lzma"):
 class Shuffle(_NumcodecsBytesBytesCodec, codec_name="shuffle"):
     def evolve_from_array_spec(self, array_spec: ArraySpec) -> Shuffle:
         if self.codec_config.get("elementsize") is None:
-            return Shuffle(**{**self.codec_config, "elementsize": array_spec.dtype.itemsize})
+            dtype = _from_zarr_dtype(array_spec.dtype)
+            return Shuffle(**{**self.codec_config, "elementsize": dtype.itemsize})
         return self  # pragma: no cover
 
 
@@ -232,7 +252,8 @@ def evolve_from_array_spec(self, array_spec: ArraySpec) -> Shuffle:
 class Delta(_NumcodecsArrayArrayCodec, codec_name="delta"):
     def resolve_metadata(self, chunk_spec: ArraySpec) -> ArraySpec:
         if astype := self.codec_config.get("astype"):
-            return replace(chunk_spec, dtype=np.dtype(astype))  # type: ignore[call-overload]
+            dtype = _to_zarr_dtype(np.dtype(astype))  # type: ignore[call-overload]
+            return replace(chunk_spec, dtype=dtype)
         return chunk_spec
 
 
@@ -243,12 +264,14 @@ class BitRound(_NumcodecsArrayArrayCodec, codec_name="bitround"):
 class FixedScaleOffset(_NumcodecsArrayArrayCodec, codec_name="fixedscaleoffset"):
     def resolve_metadata(self, chunk_spec: ArraySpec) -> ArraySpec:
         if astype := self.codec_config.get("astype"):
-            return replace(chunk_spec, dtype=np.dtype(astype))  # type: ignore[call-overload]
+            dtype = _to_zarr_dtype(np.dtype(astype))  # type: ignore[call-overload]
+            return replace(chunk_spec, dtype=dtype)
         return chunk_spec
 
     def evolve_from_array_spec(self, array_spec: ArraySpec) -> FixedScaleOffset:
         if self.codec_config.get("dtype") is None:
-            return FixedScaleOffset(**{**self.codec_config, "dtype": str(array_spec.dtype)})
+            dtype = _from_zarr_dtype(array_spec.dtype)
+            return FixedScaleOffset(**{**self.codec_config, "dtype": str(dtype)})
         return self
 
 
@@ -258,7 +281,8 @@ def __init__(self, **codec_config: JSON) -> None:
 
     def evolve_from_array_spec(self, array_spec: ArraySpec) -> Quantize:
         if self.codec_config.get("dtype") is None:
-            return Quantize(**{**self.codec_config, "dtype": str(array_spec.dtype)})
+            dtype = _from_zarr_dtype(array_spec.dtype)
+            return Quantize(**{**self.codec_config, "dtype": str(dtype)})
         return self
 
 
@@ -267,21 +291,25 @@ def resolve_metadata(self, chunk_spec: ArraySpec) -> ArraySpec:
         return replace(
             chunk_spec,
             shape=(1 + math.ceil(product(chunk_spec.shape) / 8),),
-            dtype=np.dtype("uint8"),
+            dtype=_to_zarr_dtype(np.dtype("uint8")),
         )
 
     def validate(self, *, dtype: np.dtype[Any], **_kwargs) -> None:
-        if dtype != np.dtype("bool"):
+        _dtype = _from_zarr_dtype(dtype)
+        if _dtype != np.dtype("bool"):
             raise ValueError(f"Packbits filter requires bool dtype. Got {dtype}.")
 
 
 class AsType(_NumcodecsArrayArrayCodec, codec_name="astype"):
     def resolve_metadata(self, chunk_spec: ArraySpec) -> ArraySpec:
-        return replace(chunk_spec, dtype=np.dtype(self.codec_config["encode_dtype"]))  # type: ignore[arg-type]
+        dtype = _to_zarr_dtype(np.dtype(self.codec_config["encode_dtype"]))  # type: ignore[arg-type]
+        return replace(chunk_spec, dtype=dtype)
 
     def evolve_from_array_spec(self, array_spec: ArraySpec) -> AsType:
         if self.codec_config.get("decode_dtype") is None:
-            return AsType(**{**self.codec_config, "decode_dtype": str(array_spec.dtype)})
+            # TODO: remove these coverage exemptions the correct way, i.e. with tests
+            dtype = _from_zarr_dtype(array_spec.dtype)  # pragma: no cover
+            return AsType(**{**self.codec_config, "decode_dtype": str(dtype)})  # pragma: no cover
         return self
 
 
diff --git a/pixi.lock b/pixi.lock
new file mode 100644
index 00000000..8fade0fa
--- /dev/null
+++ b/pixi.lock
@@ -0,0 +1,3156 @@
+version: 6
+environments:
+  default:
+    channels:
+    - url: https://conda.anaconda.org/conda-forge/
+    indexes:
+    - https://pypi.org/simple
+    packages:
+      linux-64:
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/anyio-4.9.0-pyh29332c3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/backports-1.0-pyhd8ed1ab_5.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/backports.tarfile-1.2.0-pyhd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/binutils-2.43-h4852527_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/binutils_impl_linux-64-2.43-h4bf12b8_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/binutils_linux-64-2.43-h4852527_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-h4bc722e_7.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/c-compiler-1.9.0-h2b85faf_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ca-certificates-2025.1.31-hbcca054_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/certifi-2025.7.14-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/cffi-1.17.1-py313hfab6e84_0.conda
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+      - conda: https://conda.anaconda.org/conda-forge/noarch/filelock-3.18.0-pyhd8ed1ab_0.conda
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+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libiconv-1.17-hd590300_2.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libllvm19-19.1.7-ha7bfdaf_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.6.4-hb9d3cd8_0.conda
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diff --git a/pyproject.toml b/pyproject.toml
index 387603f3..8dab1573 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -241,3 +241,28 @@ warn_unreachable = false
 warn_redundant_casts = true
 warn_unused_ignores = true
 warn_unused_configs = true
+
+[tool.pixi.project]
+channels = ["conda-forge"]
+platforms = ["linux-64", "osx-arm64", "osx-64", "win-64"]
+
+[tool.pixi.dependencies]
+clang = ">=19.1.7,<20"
+c-compiler = ">=1.9.0,<2"
+cxx-compiler = ">=1.9.0,<2"
+hatch = '*'
+
+[[tool.hatch.envs.test.matrix]]
+python = ["3.11"]
+zarr = ["3.0.10", "3.1.0"]
+
+[tool.hatch.envs.test]
+dependencies = [
+    "zarr=={matrix:zarr}"
+]
+numpy="==2.2"
+features = ["test"]
+
+
+[tool.hatch.envs.test.scripts]
+test-zarr = "pytest numcodecs/tests/test_zarr3.py numcodecs/tests/test_zarr3_import.py"
\ No newline at end of file