diff --git a/docs/serverless/worker.md b/docs/serverless/worker.md
index 5373ed82..9fdf8b72 100644
--- a/docs/serverless/worker.md
+++ b/docs/serverless/worker.md
@@ -58,6 +58,12 @@ For more complex operations where you are downloading files or making changes to
                 return {"output": "Job completed successfully"}
         ```
 
+## Stopping Individual Jobs
+
+A worker can process more than one job concurrently. When a single request is cancelled, expires, or times out, the Runpod server signals the worker to stop just that request without affecting the worker's other in-progress jobs. The worker long-polls a dedicated stop channel so these signals arrive with low latency, and it cancels the task running the matching job, so a stopped job no longer consumes worker time.
+
+No handler changes are required to support this. Handlers that hold resources can perform cleanup by catching `asyncio.CancelledError` in async handlers.
+
 ## See Also
 
 - [Worker Fitness Checks](./worker_fitness_checks.md) - Validate your worker environment at startup
diff --git a/runpod/serverless/modules/rp_job.py b/runpod/serverless/modules/rp_job.py
index 614c45e5..e85ad146 100644
--- a/runpod/serverless/modules/rp_job.py
+++ b/runpod/serverless/modules/rp_job.py
@@ -26,6 +26,62 @@
 job_progress = JobsProgress()
 
 
+def _job_stop_url() -> Optional[str]:
+    """
+    Prepare the URL for the worker's dedicated stop channel.
+
+    Derived from the job-take URL so it points at the same endpoint and worker.
+    Returns None when the job-take URL is not in the expected form.
+    """
+    base_url = JOB_GET_URL.split("?")[0]
+    if "/job-take/" not in base_url:
+        return None
+    return base_url.replace("/job-take/", "/job-stop/")
+
+
+async def get_stop_signals(session: ClientSession) -> List[str]:
+    """
+    Long-poll the dedicated stop channel for request ids the worker should stop.
+
+    The server holds the request open until a stop signal is available or the
+    poll times out, so cancellations and timeouts reach the worker without
+    waiting for the next heartbeat.
+
+    Returns:
+        A list of request ids to stop. Empty when the poll returned no signals.
+    """
+    stop_url = _job_stop_url()
+    if not stop_url:
+        return []
+
+    async with session.get(stop_url) as response:
+        if response.status == 204:
+            return []
+
+        if response.status == 429:
+            raise TooManyRequests(
+                response.request_info,
+                response.history,
+                status=response.status,
+                message=response.reason,
+            )
+
+        response.raise_for_status()
+
+        if response.content_type != "application/json":
+            return []
+
+        try:
+            payload = await response.json()
+        except (aiohttp.ContentTypeError, ValueError):
+            return []
+
+        if not isinstance(payload, dict):
+            return []
+
+        return [job_id for job_id in payload.get("jobsToStop", []) if isinstance(job_id, str)]
+
+
 def _job_get_url(batch_size: int = 1):
     """
     Prepare the URL for making a 'get' request to the serverless API (sls).
diff --git a/runpod/serverless/modules/rp_scale.py b/runpod/serverless/modules/rp_scale.py
index 8c27543e..9e03a0d3 100644
--- a/runpod/serverless/modules/rp_scale.py
+++ b/runpod/serverless/modules/rp_scale.py
@@ -10,7 +10,7 @@
 from typing import Any, Dict, Set
 
 from ...http_client import AsyncClientSession, ClientSession, TooManyRequests
-from .rp_job import get_job, handle_job
+from .rp_job import get_job, get_stop_signals, handle_job
 from .rp_logger import RunPodLogger
 from .worker_state import JobsProgress, IS_LOCAL_TEST
 
@@ -48,6 +48,12 @@ def __init__(self, config: Dict[str, Any]):
         self.config = config
         self.job_progress = JobsProgress()  # Cache the singleton instance
 
+        # maps in-progress job ids to their running tasks so individual jobs
+        # can be stopped without killing the whole worker
+        self.jobs_tasks: Dict[str, asyncio.Task] = {}
+
+        self.stop_signals_fetcher = get_stop_signals
+
         self.jobs_queue = asyncio.Queue(maxsize=self.current_concurrency)
 
         self.concurrency_modifier = _default_concurrency_modifier
@@ -71,6 +77,9 @@ def __init__(self, config: Dict[str, Any]):
         if jobs_handler := self.config.get("jobs_handler"):
             self.jobs_handler = jobs_handler
 
+        if stop_signals_fetcher := self.config.get("stop_signals_fetcher"):
+            self.stop_signals_fetcher = stop_signals_fetcher
+
     async def set_scale(self):
         self.current_concurrency = self.concurrency_modifier(self.current_concurrency)
 
@@ -128,8 +137,9 @@ async def run(self):
             # Create tasks for getting and running jobs.
             jobtake_task = asyncio.create_task(self.get_jobs(session))
             jobrun_task = asyncio.create_task(self.run_jobs(session))
+            jobstop_task = asyncio.create_task(self.monitor_stop_signals(session))
 
-            tasks = [jobtake_task, jobrun_task]
+            tasks = [jobtake_task, jobrun_task, jobstop_task]
 
             # Concurrently run both tasks and wait for both to finish.
             await asyncio.gather(*tasks)
@@ -226,9 +236,10 @@ async def run_jobs(self, session: ClientSession):
             # Fetch as many jobs as the concurrency allows
             while len(tasks) < self.current_concurrency and not self.jobs_queue.empty():
                 job = await self.jobs_queue.get()
-                # Create a new task for each job and add it to the task list
+                # Create a new task for each job and track it by job id
                 task = asyncio.create_task(self.handle_job(session, job))
                 tasks.add(task)
+                self.jobs_tasks[job["id"]] = task
 
             # Wait for any job to finish
             if tasks:
@@ -250,7 +261,51 @@ async def run_jobs(self, session: ClientSession):
 
 
         # Ensure all remaining tasks finish before stopping
-        await asyncio.gather(*tasks)
+        await asyncio.gather(*tasks, return_exceptions=True)
+
+    async def monitor_stop_signals(self, session: ClientSession):
+        """
+        Long-polls the dedicated stop channel and stops signalled jobs.
+
+        Runs in an infinite loop while the worker is alive. The Runpod server
+        signals a request to be stopped (for example when it is cancelled or
+        times out) and this loop stops just that in-progress job, leaving the
+        worker's other jobs running.
+        """
+        while self.is_alive():
+            try:
+                job_ids = await self.stop_signals_fetcher(session)
+                for job_id in job_ids:
+                    await self.stop_job(job_id)
+            except TooManyRequests:
+                await asyncio.sleep(5)  # debounce
+            except asyncio.CancelledError:
+                raise
+            except Exception as error:
+                log.debug(f"JobScaler.monitor_stop_signals | Error: {error}.")
+                await asyncio.sleep(1)  # don't spin on persistent errors
+            finally:
+                await asyncio.sleep(0)
+
+    async def stop_job(self, job_id: str) -> bool:
+        """
+        Stop a single in-progress job by cancelling its running task.
+
+        Args:
+            job_id: The id of the job to stop.
+
+        Returns:
+            True if a matching in-progress job was found and stopped,
+            False otherwise.
+        """
+        task = self.jobs_tasks.get(job_id)
+        if task is None:
+            log.debug(f"JobScaler.stop_job | No in-progress job for {job_id}.")
+            return False
+
+        log.info("Stopping job.", job_id)
+        task.cancel()
+        return True
 
     async def handle_job(self, session: ClientSession, job: dict):
         """
@@ -268,11 +323,16 @@ async def handle_job(self, session: ClientSession, job: dict):
             log.error(f"Error handling job: {err}", job["id"])
             raise err
 
+        except asyncio.CancelledError:
+            log.info("Job stopped.", job["id"])
+            raise
+
         finally:
             # Inform Queue of a task completion
             self.jobs_queue.task_done()
 
             # Job is no longer in progress
             self.job_progress.remove(job)
+            self.jobs_tasks.pop(job["id"], None)
 
             log.debug("Finished Job", job["id"])
diff --git a/tests/test_serverless/test_modules/test_job.py b/tests/test_serverless/test_modules/test_job.py
index 7abcefe3..6a1df3de 100644
--- a/tests/test_serverless/test_modules/test_job.py
+++ b/tests/test_serverless/test_modules/test_job.py
@@ -150,6 +150,76 @@ async def test_get_job_exception(self):
             self.assertEqual(str(context.exception), "Unexpected error")
 
 
+class TestGetStopSignals(IsolatedAsyncioTestCase):
+    """Tests for the get_stop_signals function."""
+
+    STOP_TAKE_URL = "http://mock.url/v2/ep/job-take/pod?gpu=x"
+
+    def test_job_stop_url_derived_from_job_take(self):
+        with patch("runpod.serverless.modules.rp_job.JOB_GET_URL", self.STOP_TAKE_URL):
+            assert rp_job._job_stop_url() == "http://mock.url/v2/ep/job-stop/pod"
+
+    def test_job_stop_url_none_when_not_job_take(self):
+        with patch("runpod.serverless.modules.rp_job.JOB_GET_URL", "http://mock.url/other"):
+            assert rp_job._job_stop_url() is None
+
+    async def test_get_stop_signals_200(self):
+        response = Mock(ClientResponse)
+        response.status = 200
+        response.content_type = "application/json"
+        response.json = make_mocked_coro(return_value={"jobsToStop": ["a", "b", 5]})
+
+        with patch("aiohttp.ClientSession") as mock_session, patch(
+            "runpod.serverless.modules.rp_job.JOB_GET_URL", self.STOP_TAKE_URL
+        ):
+            mock_session.get.return_value.__aenter__.return_value = response
+            result = await rp_job.get_stop_signals(mock_session)
+            self.assertEqual(result, ["a", "b"])
+
+    async def test_get_stop_signals_204(self):
+        response = Mock(ClientResponse)
+        response.status = 204
+
+        with patch("aiohttp.ClientSession") as mock_session, patch(
+            "runpod.serverless.modules.rp_job.JOB_GET_URL", self.STOP_TAKE_URL
+        ):
+            mock_session.get.return_value.__aenter__.return_value = response
+            result = await rp_job.get_stop_signals(mock_session)
+            self.assertEqual(result, [])
+
+    async def test_get_stop_signals_429(self):
+        response = Mock(ClientResponse)
+        response.status = 429
+
+        with patch("aiohttp.ClientSession") as mock_session, patch(
+            "runpod.serverless.modules.rp_job.JOB_GET_URL", self.STOP_TAKE_URL
+        ):
+            mock_session.get.return_value.__aenter__.return_value = response
+            with self.assertRaises(TooManyRequests):
+                await rp_job.get_stop_signals(mock_session)
+
+    async def test_get_stop_signals_no_url(self):
+        with patch("aiohttp.ClientSession") as mock_session, patch(
+            "runpod.serverless.modules.rp_job.JOB_GET_URL", "http://mock.url/other"
+        ):
+            result = await rp_job.get_stop_signals(mock_session)
+            self.assertEqual(result, [])
+            mock_session.get.assert_not_called()
+
+    async def test_get_stop_signals_non_dict_payload(self):
+        response = Mock(ClientResponse)
+        response.status = 200
+        response.content_type = "application/json"
+        response.json = make_mocked_coro(return_value=["not", "a", "dict"])
+
+        with patch("aiohttp.ClientSession") as mock_session, patch(
+            "runpod.serverless.modules.rp_job.JOB_GET_URL", self.STOP_TAKE_URL
+        ):
+            mock_session.get.return_value.__aenter__.return_value = response
+            result = await rp_job.get_stop_signals(mock_session)
+            self.assertEqual(result, [])
+
+
 class TestRunJob(IsolatedAsyncioTestCase):
     """Tests the run_job function"""
 
diff --git a/tests/test_serverless/test_rp_scale.py b/tests/test_serverless/test_rp_scale.py
index c1a029b9..39069db4 100644
--- a/tests/test_serverless/test_rp_scale.py
+++ b/tests/test_serverless/test_rp_scale.py
@@ -238,6 +238,92 @@ async def handler(_session, _config, job):
 
     scaler.kill_worker()
 
+@pytest.mark.asyncio
+async def test_stop_job_cancels_inflight_task(job_scaler: PatchScaler):
+    scaler = job_scaler.scaler
+    job_started = asyncio.Event()
+    cancelled = []
+
+    async def handler(_session, _config, job):
+        job_started.set()
+        try:
+            await asyncio.sleep(10)
+        except asyncio.CancelledError:
+            cancelled.append(job["id"])
+            raise
+
+    scaler.jobs_handler = handler
+    scaler.current_concurrency = 1
+    scaler.jobs_queue = asyncio.Queue(maxsize=1)
+    run_task = asyncio.create_task(scaler.run_jobs(None))
+
+    await scaler.jobs_queue.put(generate_job("stop-me"))
+    await asyncio.wait_for(job_started.wait(), timeout=2)
+
+    assert "stop-me" in scaler.jobs_tasks
+    assert await scaler.stop_job("stop-me") is True
+
+    scaler.kill_worker()
+    await asyncio.wait_for(run_task, timeout=2)
+
+    assert cancelled == ["stop-me"]
+    assert "stop-me" not in scaler.jobs_tasks
+    assert job_scaler.progress.count == 0
+
+    scaler.kill_worker()
+
+
+@pytest.mark.asyncio
+async def test_stop_job_unknown_id_returns_false(job_scaler: PatchScaler):
+    scaler = job_scaler.scaler
+    assert await scaler.stop_job("does-not-exist") is False
+    scaler.kill_worker()
+
+
+@pytest.mark.asyncio
+async def test_monitor_stop_signals_stops_jobs(job_scaler: PatchScaler):
+    scaler = job_scaler.scaler
+    stopped = []
+
+    async def fake_stop_job(job_id):
+        stopped.append(job_id)
+        return True
+
+    async def fetcher(_session):
+        if not stopped:
+            return ["job-a", "job-b"]
+        return []
+
+    scaler.stop_job = fake_stop_job
+    scaler.stop_signals_fetcher = fetcher
+
+    monitor_task = asyncio.create_task(scaler.monitor_stop_signals(AsyncMock()))
+    await asyncio.sleep(0.05)
+    scaler.kill_worker()
+    await asyncio.wait_for(monitor_task, timeout=2)
+
+    assert sorted(stopped) == ["job-a", "job-b"]
+
+
+@pytest.mark.asyncio
+async def test_monitor_stop_signals_survives_errors(job_scaler: PatchScaler):
+    scaler = job_scaler.scaler
+    calls = {"value": 0}
+
+    async def fetcher(_session):
+        calls["value"] += 1
+        raise RuntimeError("boom")
+
+    scaler.stop_signals_fetcher = fetcher
+
+    monitor_task = asyncio.create_task(scaler.monitor_stop_signals(AsyncMock()))
+    await asyncio.sleep(0.05)
+    scaler.kill_worker()
+    await asyncio.wait_for(monitor_task, timeout=2)
+
+    assert calls["value"] >= 1
+
+
 @pytest.mark.asyncio
 async def test_get_jobs_feeds_workers_end_to_end(job_scaler: PatchScaler):
     scaler = job_scaler.scaler