diff --git a/erpnext/stock/doctype/pick_list/pick_list.py b/erpnext/stock/doctype/pick_list/pick_list.py
index 9c6f4f4..808f19e 100644
--- a/erpnext/stock/doctype/pick_list/pick_list.py
+++ b/erpnext/stock/doctype/pick_list/pick_list.py
@@ -11,7 +11,7 @@
 from frappe.model.document import Document
 from frappe.model.mapper import map_child_doc
 from frappe.query_builder import Case
-from frappe.query_builder.functions import Locate
+from frappe.query_builder.functions import IfNull, Locate, Sum
 from frappe.utils import cint, floor, flt, today
 from frappe.utils.nestedset import get_descendants_of
 
@@ -503,42 +503,30 @@
 def get_available_item_locations_for_batched_item(
 	item_code, from_warehouses, required_qty, company
 ):
-	warehouse_condition = "and warehouse in %(warehouses)s" if from_warehouses else ""
-	batch_locations = frappe.db.sql(
-		"""
-		SELECT
-			sle.`warehouse`,
-			sle.`batch_no`,
-			SUM(sle.`actual_qty`) AS `qty`
-		FROM
-			`tabStock Ledger Entry` sle, `tabBatch` batch
-		WHERE
-			sle.batch_no = batch.name
-			and sle.`item_code`=%(item_code)s
-			and sle.`company` = %(company)s
-			and batch.disabled = 0
-			and sle.is_cancelled=0
-			and IFNULL(batch.`expiry_date`, '2200-01-01') > %(today)s
-			{warehouse_condition}
-		GROUP BY
-			sle.`warehouse`,
-			sle.`batch_no`,
-			sle.`item_code`
-		HAVING `qty` > 0
-		ORDER BY IFNULL(batch.`expiry_date`, '2200-01-01'), batch.`creation`, sle.`batch_no`, sle.`warehouse`
-	""".format(
-			warehouse_condition=warehouse_condition
-		),
-		{  # nosec
-			"item_code": item_code,
-			"company": company,
-			"today": today(),
-			"warehouses": from_warehouses,
-		},
-		as_dict=1,
+	sle = frappe.qb.DocType("Stock Ledger Entry")
+	batch = frappe.qb.DocType("Batch")
+
+	query = (
+		frappe.qb.from_(sle)
+		.from_(batch)
+		.select(sle.warehouse, sle.batch_no, Sum(sle.actual_qty).as_("qty"))
+		.where(
+			(sle.batch_no == batch.name)
+			& (sle.item_code == item_code)
+			& (sle.company == company)
+			& (batch.disabled == 0)
+			& (sle.is_cancelled == 0)
+			& (IfNull(batch.expiry_date, "2200-01-01") > today())
+		)
+		.groupby(sle.warehouse, sle.batch_no, sle.item_code)
+		.having(Sum(sle.actual_qty) > 0)
+		.orderby(IfNull(batch.expiry_date, "2200-01-01"), batch.creation, sle.batch_no, sle.warehouse)
 	)
 
-	return batch_locations
+	if from_warehouses:
+		query = query.where(sle.warehouse.isin(from_warehouses))
+
+	return query.run(as_dict=True)
 
 
 def get_available_item_locations_for_serial_and_batched_item(