diff --git a/lib/SciMLJacobianOperators/Project.toml b/lib/SciMLJacobianOperators/Project.toml
index 5209241bc..73ee5a55d 100644
--- a/lib/SciMLJacobianOperators/Project.toml
+++ b/lib/SciMLJacobianOperators/Project.toml
@@ -8,7 +8,6 @@ ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
 ConcreteStructs = "2569d6c7-a4a2-43d3-a901-331e8e4be471"
 ConstructionBase = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
 DifferentiationInterface = "a0c0ee7d-e4b9-4e03-894e-1c5f64a51d63"
-EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
 FastClosures = "9aa1b823-49e4-5ca5-8b0f-3971ec8bab6a"
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 SciMLBase = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
@@ -19,9 +18,8 @@ ADTypes = "1.8.1"
 Aqua = "0.8.7"
 ConcreteStructs = "0.2.3"
 ConstructionBase = "1.5"
-DifferentiationInterface = "0.6"
+DifferentiationInterface = "0.6.1"
 Enzyme = "0.12, 0.13"
-EnzymeCore = "0.7, 0.8"
 ExplicitImports = "1.9.0"
 FastClosures = "0.3.2"
 FiniteDiff = "2.24.0"
diff --git a/lib/SciMLJacobianOperators/src/SciMLJacobianOperators.jl b/lib/SciMLJacobianOperators/src/SciMLJacobianOperators.jl
index e807e983c..bb7a60441 100644
--- a/lib/SciMLJacobianOperators/src/SciMLJacobianOperators.jl
+++ b/lib/SciMLJacobianOperators/src/SciMLJacobianOperators.jl
@@ -4,7 +4,6 @@ using ADTypes: ADTypes, AutoSparse
 using ConcreteStructs: @concrete
 using ConstructionBase: ConstructionBase
 using DifferentiationInterface: DifferentiationInterface, Constant
-using EnzymeCore: EnzymeCore
 using FastClosures: @closure
 using LinearAlgebra: LinearAlgebra
 using SciMLBase: SciMLBase, AbstractNonlinearProblem, AbstractNonlinearFunction
diff --git a/lib/SciMLJacobianOperators/test/core_tests.jl b/lib/SciMLJacobianOperators/test/core_tests.jl
index 6fb024a0c..e3b595221 100644
--- a/lib/SciMLJacobianOperators/test/core_tests.jl
+++ b/lib/SciMLJacobianOperators/test/core_tests.jl
@@ -7,7 +7,7 @@
         AutoEnzyme(),
         AutoEnzyme(; mode = Enzyme.Reverse),
         AutoZygote(),
-        # AutoReverseDiff(), # FIXME: https://github.com/gdalle/DifferentiationInterface.jl/issues/503
+        AutoReverseDiff(),
         AutoTracker(),
         AutoFiniteDiff()
     ]
@@ -91,7 +91,7 @@ end
     reverse_ADs = [
         AutoEnzyme(),
         AutoEnzyme(; mode = Enzyme.Reverse),
-        # AutoReverseDiff(), # FIXME: https://github.com/gdalle/DifferentiationInterface.jl/issues/503
+        AutoReverseDiff(),
         AutoFiniteDiff()
     ]
 
@@ -182,7 +182,7 @@ end
         AutoEnzyme(; mode = Enzyme.Reverse),
         AutoZygote(),
         AutoTracker(),
-        # AutoReverseDiff(), # FIXME: https://github.com/gdalle/DifferentiationInterface.jl/issues/503
+        AutoReverseDiff(),
         AutoFiniteDiff()
     ]