diff --git a/ibis/backends/sql/compilers/snowflake.py b/ibis/backends/sql/compilers/snowflake.py
index 00af8fc01a27..23d73f384824 100644
--- a/ibis/backends/sql/compilers/snowflake.py
+++ b/ibis/backends/sql/compilers/snowflake.py
@@ -361,12 +361,27 @@ def visit_TimestampFromUNIX(self, op, *, arg, unit):
         timestamp_units_to_scale = {"s": 0, "ms": 3, "us": 6, "ns": 9}
         return self.f.to_timestamp(arg, timestamp_units_to_scale[unit.short])
 
+    def _array_collect(self, *, arg, where, order_by):
+        if where is not None:
+            arg = self.if_(where, arg, NULL)
+
+        out = self.f.array_agg(arg)
+
+        if order_by:
+            out = sge.WithinGroup(this=out, expression=sge.Order(expressions=order_by))
+
+        return out
+
+    def visit_ArrayCollect(self, op, *, arg, where, order_by):
+        return self._array_collect(arg=arg, where=where, order_by=order_by)
+
     def visit_First(self, op, *, arg, where, order_by):
-        return self.f.get(self.agg.array_agg(arg, where=where, order_by=order_by), 0)
+        out = self._array_collect(arg=arg, where=where, order_by=order_by)
+        return self.f.get(out, 0)
 
     def visit_Last(self, op, *, arg, where, order_by):
-        expr = self.agg.array_agg(arg, where=where, order_by=order_by)
-        return self.f.get(expr, self.f.array_size(expr) - 1)
+        out = self._array_collect(arg=arg, where=where, order_by=order_by)
+        return self.f.get(out, self.f.array_size(out) - 1)
 
     def visit_GroupConcat(self, op, *, arg, where, sep, order_by):
         if where is not None:
@@ -377,7 +392,10 @@ def visit_GroupConcat(self, op, *, arg, where, sep, order_by):
         if order_by:
             out = sge.WithinGroup(this=out, expression=sge.Order(expressions=order_by))
 
-        return out
+        if where is None:
+            return out
+
+        return self.if_(self.f.count_if(where) > 0, out, NULL)
 
     def visit_TimestampBucket(self, op, *, arg, interval, offset):
         if offset is not None: