Vetting Talent in the Age of AI

A practical guide to hiring AI-savvy talent without losing sight of cultural fit and real skills.

WRITTEN BY

María Cristina Lalonde
Content Lead

In today’s job market, AI writes applications, screens candidates, and even passes interviews. 65% of job applicants use AI in the application process — 19% for resume writing and 20% to write their cover letter. What began as a tool for productivity is now reshaping the entire hiring process, creating both opportunities and challenges for employers.

AI tools that boost productivity can create a "resume illusion:" polished CVs that look flawless but fall apart in interviews. Many candidates now use AI to craft their resumes, but struggle to explain their skills in real-world settings.

It’s not just hiring leaders who face challenges. 62% of US applicants say they avoid applying to companies that heavily rely on AI during recruitment. For hiring leaders, this creates a dilemma: scale and efficiency versus authenticity and substance.

Key hiring challenges in the AI era

The 'resume illusion'

AI-driven optimization helps candidates pass screenings but often fails under deeper questioning. Behavioral interviews quickly reveal when someone can’t back up the skills their resume lists.

Overlooking great talent

Automated filters can miss qualified candidates who don’t match exact keywords. These systems also struggle to assess cultural fit, adaptability, or other soft skills that drive long-term success.

Bias in automated screening

Language models can inherit real-world bias. A University of Washington study found top AI screening tools favored "white-sounding" names 85% of the time while consistently deprioritizing identical resumes with disability-related credentials.

'Cheating' the system

Coding and creative assessments are no longer foolproof. In one Interviewing.io experiment, AI-assisted candidates passed at significantly higher rates, with 72% of interviewers confident in their hire recommendations — and none suspecting AI help.

Best practices for hiring in the AI era

In the AI era, hiring professionals must look beyond keywords and test scores. A balanced approach that combines human-led assessment with targeted technology helps confirm both skill and substance. Here are some best practices from the Howdy.com hiring team:

Ask behavioral questions

Go deeper than resume claims by asking candidates to walk through specific scenarios. For example: "How did you learn a new platform under a tight deadline?" or "Tell me about a time you solved a problem with limited resources." These answers reveal how job seekers think, adapt, and apply skills in real situations.

Use custom technical challenges

Replace off-the-shelf coding puzzles with open-ended problems. Give candidates time to work in real-time sessions with your team, then review the output together. Ask them to explain their choices to uncover whether they truly understand the work.

Encourage AI use

Let candidates know they can use AI tools during assessments, as long as they can explain their process, validate the results, and demonstrate independent thinking. Observing how they integrate AI into their workflow offers valuable insight into adaptability, creativity, and critical judgment.

Assess cultural fit

Look for communication skills, ownership, and adaptability during early conversations. Ask about teamwork and conflict resolution, and pay attention to nonverbal cues — such as clarity, enthusiasm, and listening skills — especially in virtual interviews.

Verify identity and credentials

Confirm that each candidate is who they say they are. Follow up with reference and portfolio checks to ensure past work and experience are legitimate.

Skills to prioritize in the AI age

Hiring well means knowing what strengths to look for. In today’s market, the right combination of AI fluency and human insight sets top talent apart. Here are skills to prioritize:

  • AI fluency. Strong candidates know how to integrate AI tools into daily workflows, evaluate AI-generated output for accuracy, and apply these tools ethically.
  • Human insight. Leadership, communication, and emotional intelligence are more valuable than ever. As AI takes over repetitive and technical tasks, the human side of work — motivating others, navigating conflict, and building relationships — becomes an even bigger driver of success.
  • Critical thinking. With AI capable of producing convincing but flawed outputs, the ability to question, verify, and refine results has become essential.
  • Adaptability. AI and related technologies change quickly. Candidates who learn fast and pivot easily can help teams stay ahead.

Build your team for the future with Howdy.com

Bottom line? AI will continue to shape the future of hiring, but it’s not a replacement for human judgment. The most effective recruiting blends automation for efficiency with human-led processes for depth.

The companies that will thrive in the AI age are already rethinking how they hire, blending technology with a human touch to secure talent that lasts. If you want to attract authentic, skilled candidates who can deliver results today and adapt tomorrow, we can help.

See how it works — book a demo today and start building a team that’s ready for what’s next.