diff --git a/src/DIRAC/Core/Utilities/ElasticSearchDB.py b/src/DIRAC/Core/Utilities/ElasticSearchDB.py
index 53ba7404473..6a632202288 100644
--- a/src/DIRAC/Core/Utilities/ElasticSearchDB.py
+++ b/src/DIRAC/Core/Utilities/ElasticSearchDB.py
@@ -272,6 +272,23 @@ def getDoc(self, index: str, docID: str) -> dict:
         except RequestError as re:
             return S_ERROR(re)
 
+    @ifConnected
+    def getDocs(self, indexFunc, docIDs: list[str]) -> list[dict]:
+        """Efficiently retrieve many documents from an index.
+
+        :param index: name of the index
+        :param docIDs: document IDs
+        """
+        sLog.debug(f"Retrieving documents {docIDs}")
+        docs = [{"_index": indexFunc(docID), "_id": docID} for docID in docIDs]
+        try:
+            response = self.client.mget({"docs": docs})
+        except RequestError as re:
+            return S_ERROR(re)
+        else:
+            results = {int(x["_id"]): x["_source"] if x.get("found") else {} for x in response["docs"]}
+            return S_OK(results)
+
     @ifConnected
     def updateDoc(self, index: str, docID: str, body) -> dict:
         """Update an existing document with a script or partial document
diff --git a/src/DIRAC/WorkloadManagementSystem/DB/ElasticJobParametersDB.py b/src/DIRAC/WorkloadManagementSystem/DB/ElasticJobParametersDB.py
index 6c05301d7bb..016ba896731 100644
--- a/src/DIRAC/WorkloadManagementSystem/DB/ElasticJobParametersDB.py
+++ b/src/DIRAC/WorkloadManagementSystem/DB/ElasticJobParametersDB.py
@@ -6,6 +6,9 @@
       - setJobParameter()
       - deleteJobParameters()
 """
+from collections import defaultdict
+from typing import Union
+
 from DIRAC import S_ERROR, S_OK
 from DIRAC.Core.Base.ElasticDB import ElasticDB
 from DIRAC.Core.Utilities import TimeUtilities
@@ -63,7 +66,7 @@ def _createIndex(self, indexName: str) -> None:
                 raise RuntimeError(result["Message"])
             self.log.always("Index created:", indexName)
 
-    def getJobParameters(self, jobID: int, paramList=None) -> dict:
+    def getJobParameters(self, jobIDs: Union[int, list[int]], paramList=None) -> dict:
         """Get Job Parameters defined for jobID.
           Returns a dictionary with the Job Parameters.
           If paramList is empty - all the parameters are returned.
@@ -73,11 +76,13 @@ def getJobParameters(self, jobID: int, paramList=None) -> dict:
         :param paramList: list of parameters to be returned (also a string is treated)
         :return: dict with all Job Parameter values
         """
+        if isinstance(jobIDs, int):
+            jobIDs = [jobIDs]
         if isinstance(paramList, str):
             paramList = paramList.replace(" ", "").split(",")
-        self.log.debug(f"JobDB.getParameters: Getting Parameters for job {jobID}")
+        self.log.debug(f"JobDB.getParameters: Getting Parameters for jobs {jobIDs}")
 
-        res = self.getDoc(self._indexName(jobID), str(jobID))
+        res = self.getDocs(self._indexName, str(jobIDs))
         if not res["OK"]:
             return res
         resultDict = res["Value"]
@@ -86,7 +91,7 @@ def getJobParameters(self, jobID: int, paramList=None) -> dict:
                 if k not in paramList:
                     resultDict.pop(k)
 
-        return S_OK({jobID: resultDict})
+        return S_OK(resultDict)
 
     def setJobParameter(self, jobID: int, key: str, value: str) -> dict:
         """
diff --git a/src/DIRAC/WorkloadManagementSystem/Service/JobMonitoringHandler.py b/src/DIRAC/WorkloadManagementSystem/Service/JobMonitoringHandler.py
index 53b54400cff..a5da7a75a1b 100755
--- a/src/DIRAC/WorkloadManagementSystem/Service/JobMonitoringHandler.py
+++ b/src/DIRAC/WorkloadManagementSystem/Service/JobMonitoringHandler.py
@@ -465,12 +465,10 @@ def export_getJobParameters(cls, jobIDs, parName=None):
         if not isinstance(jobIDs, list):
             jobIDs = [jobIDs]
         jobIDs = [int(jobID) for jobID in jobIDs]
-        parameters = {}
-        for jobID in jobIDs:
-            res = cls.elasticJobParametersDB.getJobParameters(jobID, parName)
-            if not res["OK"]:
-                return res
-            parameters.update(res["Value"])
+        res = cls.elasticJobParametersDB.getJobParameters(jobIDs, parName)
+        if not res["OK"]:
+            return res
+        parameters = res["Value"]
 
         # Need anyway to get also from JobDB, for those jobs with parameters registered in MySQL or in both backends
         res = cls.jobDB.getJobParameters(jobIDs, parName)