What happened
AI is changing how employers find candidates, according to an opinion piece, as reported by Talent Canada. The author, Dr. Mahmood Ahmed Khan of Global HR Management Services, argues that sourcing is moving from keyword filters toward systems that look at career paths, adjacent skills and patterns of past success.
He points to a few examples. One is a tech firm that found a cybersecurity hire at a gaming company, a candidate that conventional searches missed. Another is a multinational retailer that cut its time-to-hire by 40 per cent after recruiters worked from AI-curated shortlists. The piece does not name either company.
The article also raises the risks. A consulting firm found its tool favoured candidates from a narrow set of universities because it learned from past hiring. The author calls for explainable systems, audit trails, regular bias checks and telling candidates when AI plays a part in evaluating them. Humans, he says, still decide culture fit and long-term judgment.
Why it matters if you are hiring
This is a commentary, not a study, and the examples are anecdotes. Treat the 40 per cent figure as one company's claim, not a benchmark. Still, the direction is clear: the candidates you want are often gone within days, and tools that surface people with transferable skills can widen a thin pool.
The bias point matters most for Canadian employers. If a tool learns from your past hires, it can repeat your past habits. That affects every role where you screen at volume, from administrative and customer service positions to finance and technical hires. Ask any vendor what data the tool learns from and how you can see why it ranked someone.
Transparency is also a candidate experience issue. Applicants increasingly ask whether a person or a program rejected them. Hiring managers should be ready to answer, and the answer should be that a person reviews every decision that matters.
One thing to do this week
Pull the last 20 hires or shortlists from one role and check where candidates came from: schools, past employers, job titles. If the list looks narrow, you have a baseline to test any sourcing tool against, and a question to put to the vendor before you sign.
Traverse helps employers reach strong candidates across operations, finance, sales, technical and manufacturing roles, with recruiters who read the whole person and not only the keywords.