diff --git a/activerecord/lib/active_record/relation/batches.rb b/activerecord/lib/active_record/relation/batches.rb
index fa19c679cf5aac846111b24ce70be25865efe905..655508770ff62a03100c70e1b883c646e445d0e7 100644
--- a/activerecord/lib/active_record/relation/batches.rb
+++ b/activerecord/lib/active_record/relation/batches.rb
@@ -251,15 +251,22 @@ def in_batches(of: 1000, start: nil, finish: nil, load: false, error_on_ignore:
           end
         end
 
-        batch_relation = relation.where(arel_attribute(primary_key).gt(primary_key_offset))
+        attr = Relation::QueryAttribute.new(primary_key, primary_key_offset, klass.type_for_attribute(primary_key))
+        batch_relation = relation.where(arel_attribute(primary_key).gt(Arel::Nodes::BindParam.new(attr)))
       end
     end
 
     private
 
       def apply_limits(relation, start, finish)
-        relation = relation.where(arel_attribute(primary_key).gteq(start)) if start
-        relation = relation.where(arel_attribute(primary_key).lteq(finish)) if finish
+        if start
+          attr = Relation::QueryAttribute.new(primary_key, start, klass.type_for_attribute(primary_key))
+          relation = relation.where(arel_attribute(primary_key).gteq(Arel::Nodes::BindParam.new(attr)))
+        end
+        if finish
+          attr = Relation::QueryAttribute.new(primary_key, finish, klass.type_for_attribute(primary_key))
+          relation = relation.where(arel_attribute(primary_key).lteq(Arel::Nodes::BindParam.new(attr)))
+        end
         relation
       end