diff --git a/horde_worker_regen/process_management/process_manager.py b/horde_worker_regen/process_management/process_manager.py
index 32e48bc2..07c45bfe 100644
--- a/horde_worker_regen/process_management/process_manager.py
+++ b/horde_worker_regen/process_management/process_manager.py
@@ -487,7 +487,7 @@ def get_process_total_ram_usage(self) -> int:
             total += process_info.ram_usage_bytes
         return total
 
-    jobs_in_progress: list[ImageGenerateJobPopResponse]
+    jobs_in_progress: list[tuple[ImageGenerateJobPopResponse, int]]
     """A list of jobs that are currently in progress."""
 
     jobs_pending_safety_check: list[HordeJobInfo]
@@ -866,13 +866,14 @@ def _end_inference_process(self, process_info: HordeProcessInfo) -> None:
 
     def _replace_inference_process(self, process_info: HordeProcessInfo) -> None:
         """
-        Replaces an inference process (for whatever reason).
+        Replaces an inference process (for whatever reason; probably because it crashed).
 
         :param process_info: process to replace
         :return: None
         """
         logger.debug(f"Replacing {process_info}")
         self._end_inference_process(process_info)
+        self.jobs_in_progress = [job for job in self.jobs_in_progress if job[1] != process_info.process_id]
         self._start_inference_process(process_info.process_id)
 
     total_num_completed_jobs: int = 0
@@ -1008,7 +1009,7 @@ def receive_and_handle_process_messages(self) -> None:
 
                 # Remove the job from the jobs in progress by matching the job ID (.id_)
                 self.jobs_in_progress = [
-                    job for job in self.jobs_in_progress if job.id_ != message.sdk_api_job_info.id_
+                    job for job in self.jobs_in_progress if job[0].id_ != message.sdk_api_job_info.id_
                 ]
 
                 if len(self.jobs_in_progress) != _num_jobs_in_progress - 1:
@@ -1207,8 +1208,10 @@ def start_inference(self) -> None:
 
         # Get the first job in the deque that is not already in progress
         next_job: ImageGenerateJobPopResponse | None = None
+        # ImageGenerateJobPopResponse itself is unhashable, so we'll check the ids instead.
+        jobs_in_progress = {job[0].id_ for job in self.jobs_in_progress}
         for job in self.job_deque:
-            if job in self.jobs_in_progress:
+            if job.id_ in jobs_in_progress:
                 continue
             next_job = job
             break
@@ -1296,7 +1299,7 @@ def start_inference(self) -> None:
             )
             # endregion
 
-            self.jobs_in_progress.append(next_job)
+            self.jobs_in_progress.append((next_job, process_with_model.process_id))
             process_with_model.pipe_connection.send(
                 HordeInferenceControlMessage(
                     control_flag=HordeControlFlag.START_INFERENCE,