diff --git a/evals/registry/data/soc_codes/samples.jsonl b/evals/registry/data/soc_codes/samples.jsonl
new file mode 100644
index 0000000000..f46dd2a212
--- /dev/null
+++ b/evals/registry/data/soc_codes/samples.jsonl
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:420b2cb1fe3a5536b41889f3506dc48d0cbab25302eea4b39890b6590d170619
+size 795740
diff --git a/evals/registry/evals/soc_codes.yaml b/evals/registry/evals/soc_codes.yaml
new file mode 100644
index 0000000000..695729bbb9
--- /dev/null
+++ b/evals/registry/evals/soc_codes.yaml
@@ -0,0 +1,11 @@
+soc_codes:
+  id: soc_codes.dev.v0
+  description: Eval that checks the models ability to classify a job title into a SOC codes issued by the American Bureau of Labor Statistics
+  metrics: [accuracy]
+
+soc_codes.dev.v0:
+  class: evals.elsuite.modelgraded.classify:ModelBasedClassify
+  args:
+    samples_jsonl: soc_codes/samples.jsonl
+    eval_type: classify
+    modelgraded_spec: fact