Catalyzes the reduction of C16 or C18 fatty acyl-CoA to fatty alcohols. a long-chain fatty acyl-CoA + 2 H(+) + 2 NADPH = a long-chain primary fatty alcohol + CoA + 2 NADP(+) Belongs to the fatty acyl-CoA reductase family.