In a recruitment firm no raw materials purchase, so salary of outsource staff payment will come under expenses or under cogs.

Since the firm is service oriented, I think, salary of staff DIRECTLY engaged in the revenue producing activities of the firm should be included in the cost of services (cost of goods sold for a merchandising or manufacturing firm).