HOLMDEL, N.J. — High-volume recruiters are shifting their focus away from applicant vanity metrics and toward quality of hire, leveraging artificial intelligence (AI) to reclaim time and accelerate hiring decisions.

A study released today by enterprise talent acquisition provider iCIMS and Lighthouse Research & Advisory reveals that 75% of high-volume employers report AI has successfully reduced their recruiting team’s workload. Driven by these tangible efficiency gains, 48% of surveyed employers are actively increasing their investments in AI technologies.

The research report—The New Reality of Frontline Hiring—surveyed more than 460 talent acquisition professionals across high-volume sectors, including healthcare, manufacturing, retail, hospitality, transportation, and construction.

Key Findings: A Shift in Frontline Talent Acquisition

1. Volume Is No Longer the Goal; Quality IsSixty-one percent (61%) of high-volume employers report that quality of hire is now leadership’s top hiring metric, while 62% cite selecting the most capable candidate as their primary objective. Rather than casting a wider net, recruiters are tasked with identifying qualified candidates faster.
2. Pressure Remains HighFrontline hiring demands continue to outpace expectations, with 42% of employers reporting that hiring needs exceeded initial forecasts.
3. Skills-Based Hiring Takes Center StageHigh-volume employers ranked skills-based hiring as their #1 recruiting priority over the next 12 to 18 months. As reliance on traditional resumes declines, talent teams are adopting skills-first assessments to make reliable hiring decisions at scale.

Where AI Is Making the Largest Impact

Rather than replacing the recruiter, AI tools are functioning as administrative co-pilots. Talent acquisition leaders report the highest workload reduction and performance improvements across four key areas:

• Resume and profile screening
• Automated candidate sourcing
• Interview scheduling
• Candidate communication and engagement

Looking ahead, employers plan to expand AI applications into high-risk areas. Over the next 12 to 18 months, compliance, risk management, and fraud detection rank as the top priority for new AI technology investments among high-volume hiring teams.

“High-volume hiring has become an efficiency challenge as much as a talent challenge. Employers need to fill critical frontline roles quickly and feel confident they are selecting the right people. AI can help recruiters reduce administrative work, focus on qualified talent, and keep the hiring process moving.”

— Lisa Fiondella, SVP of AI, Data, and High-Volume Hiring at iCIMS

What This Means for Recruiters

For talent acquisition teams managing high candidate volumes, the report outlines three takeaways for the year ahead:

• Automate repetitive tasks: Offloading administrative bottlenecks—such as initial screening and scheduling—allows recruiters to dedicate more time to high-value candidate interactions and strategic onboarding.
• Adopt skills-based evaluations: Moving beyond resume credentials to evaluate practical skills leads to stronger long-term hiring retention and job fit.
• Keep human oversight at the center: High-performing TA organizations use AI to streamline workflows and surfaced talent, while reserving final selection and hiring decisions for human recruiters.