diff --git a/queue_job/migrations/10.0.1.0.0/end-migration.py b/queue_job/migrations/10.0.1.0.0/end-migration.py
index 8e300fb518..74f2484456 100644
--- a/queue_job/migrations/10.0.1.0.0/end-migration.py
+++ b/queue_job/migrations/10.0.1.0.0/end-migration.py
@@ -1,6 +1,7 @@
 # -*- coding: utf-8 -*-
 # Copyright 2017-2018 Tecnativa - Pedro M. Baeza
 # License LGPL-3.0 or later (http://www.gnu.org/licenses/lgpl.html)
+import logging
 
 from odoo import api, SUPERUSER_ID
 
@@ -12,6 +13,7 @@ def migrate(cr, version):
     if not version:
         return
     env = api.Environment(cr, SUPERUSER_ID, {})
+    logger = logging.getLogger("odoo.addons.queue.migrations")
     QueueJob = env['queue.job']
     groups = QueueJob.read_group(
         [], ['model_name', 'method_name'], ['model_name', 'method_name'],
@@ -28,3 +30,23 @@ def migrate(cr, version):
                     method.im_class._name, method.__name__,
                 ),
             })
+    # recompute func_string after other addons have adapted their
+    # args/kwargs/record_ids
+    records = env["queue.job"].search([])
+    total = len(records)
+    count = 0
+    error = 0
+    for record in records:
+        count += 1
+        if not count % 1000:
+            logger.info("Recomputing func_string of job %s of %s",
+                        count, total)
+        try:
+            record._compute_func_string()
+        except KeyError:  # unknown model or non-compliant arguments
+            error += 1
+            logger.debug("Could not recompute func_string of queue.job#%s",
+                         record.id)
+
+    if error:
+        logger.warning("Could not recompute func_string of %s jobs", error)
diff --git a/queue_job/migrations/10.0.1.0.0/post-migration.py b/queue_job/migrations/10.0.1.0.0/post-migration.py
index d92848911e..30b906f6ef 100644
--- a/queue_job/migrations/10.0.1.0.0/post-migration.py
+++ b/queue_job/migrations/10.0.1.0.0/post-migration.py
@@ -1,6 +1,14 @@
 # -*- coding: utf-8 -*-
 # Copyright 2018 Tecnativa - Pedro M. Baeza
 # License LGPL-3.0 or later (http://www.gnu.org/licenses/lgpl.html)
+import json
+import logging
+from cPickle import Unpickler
+from StringIO import StringIO
+from odoo.addons.queue_job.fields import JobEncoder
+
+
+_logger = logging.getLogger(__name__)
 
 
 def migrate(cr, version):
@@ -15,3 +23,40 @@ def migrate(cr, version):
         UPDATE queue_job
         SET method_name = reverse(split_part(reverse(func_name), '.', 1))"""
     )
+    migrate_args_kwargs(cr)
+
+
+def migrate_args_kwargs(cr):
+    """Extract args and kwargs from v9 func column, which is the tuple
+    (func_name, args, kwargs) pickled in a binary string. Ignore done
+    jobs for performance reasons"""
+    cr.execute(
+        'select id, func from queue_job'
+    )
+    records = cr.fetchall()
+    total = len(records)
+    count = 0
+    error = 0
+    for _id, func in records:
+        count += 1
+        if not count % 1000:
+            _logger.info("Parsing arguments of job %s of %s",
+                         count, total)
+        try:
+            func_name, args, kwargs = Unpickler(StringIO(func)).load()
+        except Exception:
+            _logger.exception(
+                'Failed to parse func column for queue_job#%s', _id,
+            )
+            error += 1
+            continue
+        cr.execute(
+            'update queue_job set args=%s, kwargs=%s where id=%s',
+            (
+                json.dumps(args, cls=JobEncoder),
+                json.dumps(kwargs, cls=JobEncoder),
+                _id,
+            ),
+        )
+    if error:
+        _logger.warning("Could not parse arguments of %s jobs", error)