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The AI Talent Hunt: The Most Epic Recruitment Adventure Yet

April 12, 2023 · SourceCon Spring 2023 ·

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Recruiting has moved from paper resumes, vanilla envelope hiring packets, and cold calls past secretaries to a world where algorithms scan job postings for biased language and pre-screen candidates before a recruiter ever logs in. The shift covers where that technology stands today, where it came from, and where it's headed next.

On the current state of AI in recruiting:

  • Job postings get scanned on the back end for gendered or non-neutral language before they ever go live, catching bias that a hiring manager might not notice.
  • Resume screening tools such as HireVue, Textio, and Modern Hire, along with chatbots, handle initial candidate filtering so recruiters spend less time on manual review.
  • Video interview platforms analyze facial expressions and body language, a practice that carries real risk of screening out neurodivergent candidates or people who simply test poorly, and needs human oversight rather than blind trust.
  • Retention-focused tools flag whether current employees remain engaged or are ready for upskilling, reducing the constant cycle of refilling roles.

On what's coming next:

  • Better candidate matching that analyzes skills, behavior, and experience to reduce "post and pray" hiring, provided the criteria fed into the system are sound. A degree requirement for a role expecting decades of experience, for instance, often makes no sense once that degree is well over a decade old.
  • Chatbots that keep candidates informed automatically, closing the gap where people get ghosted after moving through several interview rounds.
  • Predictive analytics, the kind IBM uses, that flag flight risk among employees so managers can intervene with upskilling or new opportunities before losing them.
  • Bias elimination through removing names and photos from candidate profiles, balanced against the reality of catfishing risks when identity can't be verified at all.
  • Virtual reality interviews conducted through avatars, aimed at lowering the stress candidates feel when facing a camera or panel.

Throughout, one caution repeats: these systems only reflect the judgment of the people who build and train them. Left unchecked, they can encode the same biases recruiters are trying to remove, which makes ongoing testing and human review part of the job rather than a step to skip.

The AI Talent Hunt: The Most Epic Recruitment Adventure Yet | ERE Pro