diff --git a/aesara/link/jax/dispatch/random.py b/aesara/link/jax/dispatch/random.py
index 015d295a94..8e9cd08059 100644
--- a/aesara/link/jax/dispatch/random.py
+++ b/aesara/link/jax/dispatch/random.py
@@ -346,3 +346,18 @@ def sample_fn(rng, size, dtype, *parameters):
         return (rng, sample_exp)
 
     return sample_fn
+
+
+@jax_sample_fn.register(aer.ChiSquareRV)
+def jax_sample_fn_chisquare(op):
+    """JAX implementation of `ChiSquareRV`"""
+
+    def sample_fn(rng, size, dtype, *parameters):
+        rng_key = rng["jax_state"]
+        rng_key, sampling_key = jax.random.split(rng_key, 2)
+        (df,) = parameters
+        sample = jax.random.gamma(sampling_key, df / 2, size, dtype) * 2
+        rng["jax_state"] = rng_key
+        return (rng, sample)
+
+    return sample_fn
diff --git a/tests/link/jax/test_random.py b/tests/link/jax/test_random.py
index d9710adfd5..e7c09e70f7 100644
--- a/tests/link/jax/test_random.py
+++ b/tests/link/jax/test_random.py
@@ -95,6 +95,18 @@ def test_random_updates(rng_ctor):
             "cauchy",
             lambda *args: args,
         ),
+        (
+            aer.chisquare,
+            [
+                set_test_value(
+                    at.dvector(),
+                    np.array([1.0, 2.0], dtype=np.float64),
+                )
+            ],
+            (2,),
+            "chi2",
+            lambda *args: args,
+        ),
         (
             aer.exponential,
             [