diff --git a/pman/dockermgr.py b/pman/dockermgr.py
index d1d7594..a6ff4db 100755
--- a/pman/dockermgr.py
+++ b/pman/dockermgr.py
@@ -2,6 +2,7 @@
 from typing import List, Optional, AnyStr
 
 from docker import DockerClient
+from docker.types import DeviceRequest
 from docker.models.containers import Container
 
 from pman.abstractmgr import (AbstractManager, Image, JobName, ResourcesDict,
@@ -36,8 +37,6 @@ def schedule_job(self, image: Image, command: List[str], name: JobName,
                 'got number_of_workers=' + str(resources_dict['number_of_workers']),
                 status_code=400
             )
-        if resources_dict['gpu_limit'] != 0:
-            raise ManagerException('Compute environment does not support GPUs yet.')
 
         volumes = {
             'volumes': {
@@ -53,6 +52,11 @@ def schedule_job(self, image: Image, command: List[str], name: JobName,
             limits['nano_cpus'] = int(resources_dict['cpu_limit'] * 1e6)
             limits['mem_reservation'] = resources_dict['memory_limit'] * 1024 * 1024
 
+        if resources_dict['gpu_limit'] > 0:
+            limits['device_requests'] = [
+                DeviceRequest(count=resources_dict['gpu_limit'], capabilities=[['gpu']])
+            ]
+
         user_spec = {}
         if uid is not None:
             user_spec['user'] = uid
diff --git a/requirements/base.txt b/requirements/base.txt
index 8a62261..e38e695 100755
--- a/requirements/base.txt
+++ b/requirements/base.txt
@@ -1,6 +1,6 @@
 Flask==2.3.3
 Flask-RESTful==0.3.10
-docker==6.1.3
+docker==7.0.0
 openshift==0.13.2
 kubernetes==27.2.0
 python-keystoneclient==4.2.0