Candidate Experience Master Class

Candidate experience research built over more than a decade, drawing on responses from millions of candidates and thousands of participating companies, offers a clear picture of where recruiting practices are working and where they are quietly costing companies goodwill.

Central to the material is the concept of candidate resentment: the share of applicants who say, after their experience, that they want nothing further to do with an employer as a customer, referrer, or future applicant. Resentment rates have climbed to their highest recorded levels, with technology, finance and insurance, and education among the hardest-hit sectors. The tightening job market, slower hiring for professional and management roles, and years of organizational whiplash from downsizing and re-ramping all factor into why candidates are angrier than they used to be.

A significant portion of the material addresses generative AI, comparing what employers assume about adoption with what the data actually shows. Candidate use of AI to polish resumes or apply directly remains far lower than commonly believed, and employer use of AI in recruiting technology is still concentrated in scheduling and communication rather than selection. Despite this, a growing number of candidates believe they are being screened by algorithms, especially when they receive only automated acknowledgments and rejections without human contact.

Other points covered include:

• The gap between how organizations describe their employer brand versus how candidates actually describe the experience of applying
• The marketing content candidates consume most before applying, with company culture consistently ranked above testimonials, career path information, and diversity messaging
• Why companies that invest in this pre-application content see measurably higher research and application ratings
• The double-edged nature of simplifying applications: easier processes attract more volume but also more unqualified candidates to screen out
• Why sustaining improvements over time is harder than making them, particularly as recruiting teams and leadership turn over and institutional memory disappears

Practical takeaways focus on responsiveness, mobile-friendly design, and setting clear expectations at every stage, along with the reminder that most candidates will be declined no matter what, making the quality of that rejection experience as important as the offer itself.