Here is the actual explain analyze of the query on the smaller dataset
which I have been using for the recent testing.

test=# explain analyze create table _tmp0 as select * from
  ( select *,
        (select healpixid from idt_match as m where m.transitid=o.transitid)
                as x from idt_photoobservation_small as o offset 0
                  ) as y where x%16=0 order by x;
                                                                              
QUERY PLAN

p----------------------------------------------------------------------------------------------------------------------------------------------------------------------
 Sort  (cost=63835201.73..63835214.23 rows=5000 width=498) (actual 
time=8203.041..8252.216 rows=173696 loops=1)
   Sort Key: y.x
   Sort Method: quicksort  Memory: 182555kB
   ->  Subquery Scan on y  (cost=0.00..63834894.54 rows=5000 width=498) (actual 
time=0.102..7602.947 rows=173696 loops=1)
         Filter: ((y.x % 16::bigint) = 0)
         Rows Removed by Filter: 826304
         ->  Limit  (cost=0.00..63819894.51 rows=1000002 width=490) (actual 
time=0.041..7296.401 rows=1000000 loops=1)
               ->  Seq Scan on idt_photoobservation_small o  
(cost=0.00..63819894.51 rows=1000002 width=490) (actual time=0.038..7094.555 
rows=1000000 loops=1)
                     SubPlan 1
                       ->  Index Scan using idt_match_transitid_idx on 
idt_match m  (cost=0.00..63.74 rows=1 width=8) (actual time=0.003..0.004 rows=1 
loops=1000000)
                             Index Cond: (transitid = o.transitid)
 Total runtime: 8908.631 ms

*****************************************************
Sergey E. Koposov, PhD, Research Associate
Institute of Astronomy, University of Cambridge
Madingley road, CB3 0HA, Cambridge, UK
Tel: +44-1223-337-551 Web: http://www.ast.cam.ac.uk/~koposov/

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