diff --git a/infra/scripts/train.sh b/infra/scripts/train.sh
index 0a2f65bda..7f8141572 100755
--- a/infra/scripts/train.sh
+++ b/infra/scripts/train.sh
@@ -157,7 +157,7 @@ generate_job_manifest() {
   local cli_args=("--model" "$model" "--symbol" "$SYMBOL" "--data-dir" "/data/futures-baseline")
   cli_args+=("--mbp10-data-dir" "/data/futures-baseline-mbp10")
   cli_args+=("--trades-data-dir" "/data/futures-baseline-trades")
-  cli_args+=("--output" "/output")
+  cli_args+=("--output-dir" "/output")
   if [[ "$PRESET" == "hyperopt" ]]; then
     cli_args+=("--trials" "$TRIALS")
   fi
@@ -186,6 +186,10 @@ spec:
   ttlSecondsAfterFinished: 600
   template:
     metadata:
+      annotations:
+        prometheus.io/scrape: "true"
+        prometheus.io/port: "9094"
+        prometheus.io/path: "/metrics"
       labels:
         app.kubernetes.io/part-of: foxhunt
         app.kubernetes.io/component: training-workflow