diff --git a/.ci_support/environment.yml b/.ci_support/environment.yml
index 3c00cc9..23f3a9d 100644
--- a/.ci_support/environment.yml
+++ b/.ci_support/environment.yml
@@ -10,5 +10,5 @@ dependencies:
   - jinja2 =3.1.2
   - paramiko =3.3.1
   - tqdm =4.66.1
-  - pympipool =0.6.2
+  - pympipool =0.7.0
   - cloudpickle =2.2.1
diff --git a/pysqa/executor/backend.py b/pysqa/executor/backend.py
index 20ab4a2..776e764 100644
--- a/pysqa/executor/backend.py
+++ b/pysqa/executor/backend.py
@@ -1,7 +1,7 @@
 import os
 import sys
 
-from pympipool import PoolExecutor
+from pympipool.mpi import PyMPIExecutor
 from pysqa.executor.helper import (
     read_from_file,
     deserialize,
@@ -39,15 +39,16 @@ def execute_files_from_list(tasks_in_progress_dict, cache_directory, executor):
 
 def execute_tasks(cores, cache_directory):
     tasks_in_progress_dict = {}
-    with PoolExecutor(
+    with PyMPIExecutor(
         max_workers=cores,
+        cores_per_worker=1,
+        threads_per_core=1,
+        gpus_per_worker=0,
         oversubscribe=False,
-        enable_flux_backend=False,
-        enable_slurm_backend=False,
+        init_function=None,
         cwd=cache_directory,
         sleep_interval=0.1,
-        queue_adapter=None,
-        queue_adapter_kwargs=None,
+        enable_slurm_backend=False,
     ) as exe:
         while True:
             execute_files_from_list(
diff --git a/pysqa/executor/executor.py b/pysqa/executor/executor.py
index c986cf5..fd99bee 100644
--- a/pysqa/executor/executor.py
+++ b/pysqa/executor/executor.py
@@ -2,7 +2,7 @@
 import queue
 from concurrent.futures import Future, Executor as FutureExecutor
 
-from pympipool import cancel_items_in_queue, RaisingThread
+from pympipool.shared import cancel_items_in_queue, RaisingThread
 from pysqa.executor.helper import (
     reload_previous_futures,
     find_executed_tasks,
diff --git a/setup.py b/setup.py
index 368ccf3..f991c77 100644
--- a/setup.py
+++ b/setup.py
@@ -33,7 +33,7 @@
     extras_require={
         "sge": ['defusedxml==0.7.1'],
         "remote": ['paramiko==3.3.1', 'tqdm==4.66.1'],
-        "executor": ['pympipool==0.6.2', 'cloudpickle==2.2.1'],
+        "executor": ['pympipool==0.7.0', 'cloudpickle==2.2.1'],
     },
     cmdclass=versioneer.get_cmdclass(),
     entry_points={