Talk to any recruiter today and one theme consistently surfaces: volume.
The top of the hiring funnel has changed dramatically. Job postings that once attracted a manageable number of applicants now regularly generate hundreds. In some cases, thousands. At the same time, recruiting teams are expected to move faster than ever.
The result is a tension many talent acquisition leaders know well.
Hiring teams want speed.
Candidates expect fairness.
Recruiters are asked to deliver both.
As someone who studies hiring technology through my work with Jumpstart HR’s research practice, interviews industry leaders on the Joey’s HR Lounge podcast, and explores these themes in my book The Power of HR, I hear this challenge constantly from talent leaders.
They are not simply looking for more automation.
They are looking for clarity, control, and trust in the tools that help them make hiring decisions.
That challenge is particularly acute at the screening stage of hiring.
And it is precisely the problem that new tools like Indeed’s Smart Screening are attempting to address.
The screening problem most organizations are facing
Early-stage screening has quietly become one of the most complex steps in modern hiring.
Historically, recruiters would review resumes, evaluate screening questions, confirm qualifications, and decide which candidates should move forward. That process required time, but the volume of applications made it manageable.
Today, the math has changed.
Employers routinely receive far more applications than recruiting teams can realistically review in detail. At the same time, business leaders expect open roles to be filled faster, not slower. We’ve found in our own research that 40% of companies are still struggling to find talent with the right skills.
During conversations with employers while developing Smart Screening, Indeed found that recruiting teams frequently describe feeling overwhelmed by the surge in applications and the operational effort required to review them.
This creates a difficult balancing act for talent leaders.
Move slowly and risk losing strong candidates to competitors.
Move quickly and risk overlooking qualified applicants or introducing bias into the process.
Many technology solutions have attempted to address this challenge, but they have often struggled with a trust problem.
One common concern from recruiters is that screening algorithms operate as black boxes. Candidates receive scores or rankings, but hiring teams cannot easily understand how those decisions were produced.
When recruiters cannot explain the logic behind a screening tool, adoption often stalls.
The question many TA leaders are asking today is not whether technology should assist screening. It is how to introduce technology without losing transparency and accountability.
A shift toward configurable screening
Indeed’s Smart Screening tool approaches this challenge with a different philosophy.
Rather than functioning as an opaque scoring engine, the system is designed to allow employers to define how candidate evaluations occur.
At the center of the product is something called the Smart Fit Score.
Instead of automatically determining what makes a candidate qualified, the system allows hiring teams to specify the rules that shape the score. For example, employers can define criteria such as years of experience, required certifications, or specific qualifications that influence how candidates are evaluated.
Those rules become part of the scoring structure, and they are saved so organizations can review how decisions were configured later.
From a talent leadership perspective, that distinction matters.
It moves screening from a mysterious algorithm to something closer to a structured evaluation framework.
During a briefing with the Indeed product team, one analogy that resonated with me was thinking of the system as the teaching assistant rather than the professor. The employer defines the rubric. The technology simply applies it consistently.
For organizations that need both efficiency and auditability, that approach offers a compelling balance.
A consolidated view of candidate information
Another design element of Smart Screening focuses on reducing the operational burden recruiters experience when reviewing candidates.
The system produces a candidate summary page, which consolidates several pieces of information into one view.
This can include:
- Information from the job description and screening criteria
• Candidate responses to additional recruiter questions
• Documentation of certifications or licensure uploaded during the application process
• Bot mitigation signals that help detect fraudulent or automated applications
This summary provides hiring teams with a structured snapshot of how a candidate aligns with the role.
Instead of piecing together information from multiple sources, recruiters can review a consolidated profile designed to support faster evaluation.
Indeed reports that early employers using Smart Screening have seen reductions in time to hire of roughly twenty percent, along with strong recruiter satisfaction with the summary interface.
For organizations where hiring speed directly impacts operations, those improvements can be significant.
Built to support existing hiring workflows
One of the lessons many HR technology vendors have learned over the past decade is that new tools rarely succeed if they force recruiters to abandon established workflows.
Talent teams already rely on applicant tracking systems, collaboration platforms, and scheduling tools. Introducing additional systems often creates more friction rather than less.
Smart Screening attempts to address this challenge by embedding screening insights directly into existing hiring infrastructure.
Candidate summary information is delivered into an employer’s ATS through Indeed Apply integrations. The platform currently supports integrations with hundreds of applicant tracking systems.Â
The tool also includes integrations with workplace collaboration platforms such as Slack, allowing hiring managers to receive application notifications and review candidates in the tools they already use.
For talent acquisition leaders evaluating new technology, this “fit within the workflow” approach often determines whether a tool becomes widely adopted. Our research shows that over one-third of companies report adoption as a major challenge. In fact, almost half of companies aren’t fully utilizing their current recruiting technologies.
Responsible AI and hiring accountability
Any technology that assists with hiring decisions inevitably raises questions about fairness and bias.
That conversation has intensified as artificial intelligence becomes more embedded in hiring workflows.
Indeed emphasizes responsible AI practices within Smart Screening’s design. According to the company, its internal Responsible AI team evaluates models for potential bias prior to release and monitors how the system operates once deployed.
The system also moderates how employers configure screening prompts. If instructions that could create problematic outcomes are entered, moderation mechanisms prevent those configurations from being saved.
Additionally, Indeed has indicated that it engages with regulators and policymakers as conversations around AI governance in hiring continue to evolve.
For HR leaders, these safeguards represent an important shift in the HR technology landscape.
The focus is no longer simply on what hiring technology can do, but how transparently it operates and how responsibly it is deployed.
Where structured screening may create the most impact
Tools designed for structured, high-volume screening are particularly valuable in industries where hiring speed and credential verification are critical.
Healthcare organizations often need to confirm certifications and licensure before candidates move forward. Allowing candidates to upload documentation during the application process can reduce administrative delays.
Retail and hospitality employers frequently hire at scale and must evaluate large numbers of candidates quickly, especially during seasonal hiring periods.
Manufacturing, logistics, and public sector employers face similar challenges when recruiting for operational roles that attract large applicant pools.
In these environments, standardized screening frameworks can help ensure that candidates are evaluated consistently while still allowing hiring teams to move quickly.
Why better candidate screening improves the future of work
Technology conversations in HR often focus on efficiency. Streamlining processes and increasing efficiency is the overwhelming top priority, cited as a primary goal for companies using HR tech by 81% of buyers, according to our Insights@Work research.
But the real goal of hiring technology should be something deeper.
Better hiring decisions create better workplaces.
Through my work advising organizations, researching HR technology, and hosting conversations with talent leaders across the industry, I’ve come to believe that the hiring process shapes more than just recruitment metrics.
It shapes how people experience work from the very beginning.
My personal mission has long been to help create a world where people are more excited about Monday than they are about Friday.
That vision begins with hiring.
When screening processes are transparent, candidates feel they have a fair chance to be evaluated. Recruiters regain time to focus on the human side of hiring. Organizations move faster toward building teams that actually fit their needs.
Tools like Smart Screening represent one effort to bring more structure, transparency, and accountability to one of the most challenging stages of hiring.
And for talent leaders evaluating hiring technology today, the question is not whether screening will become more automated.
The real question is whether the tools we deploy will make hiring clearer, fairer, and more effective for everyone involved.
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