How do we reduce duplicate sourcing costs across a large recruiting organization?
Reenal Rawal
Senior TA Specialist, HR MBA
With 5+ years of experience refining recruitment and hiring, I ensure every answer is clear, accurate, and actionable, helping HR leaders and hiring teams trust and apply what they read.
Reduce duplicate sourcing costs by scanning your existing candidate database before any business unit sources externally. This way, enterprises can avoid paying to find candidates the organization has already sourced. At an enterprise scale, this waste adds up quickly. A candidate sourced by one division for a role they did not get is often sourced again by another division for a similar role, with neither team aware of the overlap.
Duplicate sourcing costs appear in three areas: repeated job board spending for candidates already in the database, sourcing partner fees for people the organization has contact details for internally, and recruiter hours spent screening candidates who have already been evaluated elsewhere in the company. None of this waste is visible without a system that checks across business units before a new search begins.
A shared rediscovery process addresses this issue by scanning the entire organizational candidate history against every new opening, regardless of which division originally sourced a candidate. This relies on consistent duplicate matching across the database, identifying the same person under different email addresses or resume versions using signals like phone number and LinkedIn URL, rather than just exact name matches.
Enterprises use tools like Skima AI that handle this through contextual profile enrichment. It matches candidates first on email, phone, or LinkedIn URL, then uses name, location, and company as secondary signals. Every resolved match is logged in a dedicated Duplicates tab.