diff --git a/CHANGELOG.md b/CHANGELOG.md
index 530396080..224939cf3 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -3,6 +3,13 @@ Write the date in place of the "Unreleased" in the case a new version is release
 
 # Changelog
 
+## Unreleased
+
+### Changed
+
+- Minor implementation changes were necessary to make Tiled compatible with
+  Numpy 2.0.
+
 ## v0.1.0b3 (2024-06-04)
 
 ### Added
diff --git a/pyproject.toml b/pyproject.toml
index ff83dd0ee..587b5b17a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -52,7 +52,7 @@ all = [
     "asyncpg",
     "appdirs",
     "awkward >=2.4.3",
-    "blosc2",
+    "blosc2; python_version >= '3.10'",
     "cachetools",
     "dask",
     "dask[array]",
@@ -106,7 +106,7 @@ array = [
 client = [
     "appdirs",
     "awkward >=2.4.3",
-    "blosc2",
+    "blosc2; python_version >= '3.10'",
     "dask[array]",
     "dask[dataframe]",
     "entrypoints",
@@ -131,7 +131,7 @@ client = [
 # These are used by the client/server to more efficiently compress.
 # They fall back to gzip (which is slower) if these are not installed.
 compression = [
-    "blosc2",
+    "blosc2; python_version >= '3.10'",
     "lz4",
     "zstandard",
 ]
@@ -228,7 +228,7 @@ server = [
     "asgi-correlation-id",
     "asyncpg",
     "awkward >=2.4.3",
-    "blosc2",
+    "blosc2; python_version >= '3.10'",
     "cachetools",
     "dask",
     "dask[array]",
diff --git a/tiled/_tests/test_array.py b/tiled/_tests/test_array.py
index f00318deb..6cb0d21e1 100644
--- a/tiled/_tests/test_array.py
+++ b/tiled/_tests/test_array.py
@@ -48,11 +48,11 @@
 inf_tree = MapAdapter(
     {
         "example": ArrayAdapter.from_array(
-            numpy.array([0, 1, numpy.NAN, -numpy.Inf, numpy.Inf]),
-            metadata={"infinity": math.inf, "-infinity": -math.inf, "nan": numpy.NAN},
+            numpy.array([0, 1, numpy.nan, -numpy.inf, numpy.inf]),
+            metadata={"infinity": math.inf, "-infinity": -math.inf, "nan": numpy.nan},
         )
     },
-    metadata={"infinity": math.inf, "-infinity": -math.inf, "nan": numpy.NAN},
+    metadata={"infinity": math.inf, "-infinity": -math.inf, "nan": numpy.nan},
 )
 arr_with_zero_dim = numpy.array([]).reshape((0, 100, 1, 10))
 # Suppress RuntimeWarning: divide by zero encountered in true_divide
diff --git a/tiled/_tests/test_decoders.py b/tiled/_tests/test_decoders.py
index 47ff36860..5aaaeacf8 100644
--- a/tiled/_tests/test_decoders.py
+++ b/tiled/_tests/test_decoders.py
@@ -23,6 +23,7 @@ def client():
 
 
 def test_zstd(client):
+    pytest.importorskip("zstandard")
     with record_history() as h:
         client["compresses_well"]
     (response,) = h.responses
@@ -32,6 +33,7 @@ def test_zstd(client):
 
 
 def test_blosc2(client):
+    pytest.importorskip("blosc2")
     ac = client["compresses_well"]
     with record_history() as h:
         ac[:]
diff --git a/tiled/serialization/image_serializer_helpers.py b/tiled/serialization/image_serializer_helpers.py
index 5c593cc72..9b9bd16d6 100644
--- a/tiled/serialization/image_serializer_helpers.py
+++ b/tiled/serialization/image_serializer_helpers.py
@@ -24,7 +24,6 @@
     bool: (False, True),
     np.bool_: (False, True),
     float: (-1, 1),
-    np.float_: (-1, 1),
     np.float16: (-1, 1),
     np.float32: (-1, 1),
     np.float64: (-1, 1),
@@ -210,7 +209,7 @@ def _convert(image, dtype, force_copy=False, uniform=False):
     #   is a subclass of that type (e.g. `np.floating` will allow
     #   `float32` and `float64` arrays through)
 
-    if np.issubdtype(dtype_in, np.obj2sctype(dtype)):
+    if np.issubdtype(dtype_in, np.dtype(dtype).type):
         if force_copy:
             image = image.copy()
         return image