How To Support Your Hiring Managers’ Decision-Making - And Why Interviewing Is Getting Tougher.
Companies are under pressure to hire fewer, but stronger people while increasing productivity. But in trying to eliminate hiring risk, many are creating longer, more complicated interview processes that don't necessarily lead to better decisions. The added complexity of AI makes the hiring landscape more challenging for both employers and candidates.
Calgary's labor market continues to grow, with employment in the region up 5% year over year in August 2026, according to Job Bank. [Alberta Job Market Snapshot].
A rebound in the labor market is a good thing, but that doesn't make hiring any easier. Employers are under pressure to make every hire count, finding people who can hit the ground running and improve team performance.
The Increasing Pressure on Hiring Manager Decision-Making
One of the most expensive hiring mistakes a company can make is bringing in the wrong person. Beyond the financial cost, a poor hire can disrupt team performance, damage company culture, and add pressure to an already demanding workload.
A bad hire can be so costly that it is a lower risk decision to leave a role vacant. Think of it as the devil you know vs the devil you don’t.
Hiring managers are under pressure to secure strong talent while minimizing risk. However, adding more interviews and assessments doesn't necessarily lead to better decisions.
The objective is no longer simply to fill a vacancy, as it often was during the 2020–2022 technology-hiring boom. Employers are increasingly focused on finding people who can improve the overall capability and performance of their teams.
Faced with these challenges, the natural instinct is often to add more interviews, involve more stakeholders, or introduce additional technical assessments.
But more interviews don't automatically lead to better hiring decisions. Without clear assessment criteria and alignment among interviewers, additional stages can create more work, longer timelines, and greater frustration for everyone involved.
The challenge isn't necessarily to interview more. It's to make better use of the interviews you're already conducting.
Why Interviewing Has Become More Difficult
Interviewing is getting tougher for both candidates and employers, and the data is beginning to show just how complicated the hiring market has become.
According to BambooHR State of Hiring 2026 data story, the average number of applicants per job posting has more than doubled, increasing from approximately 46 in 2021 to 95 in 2025. Yet over the same period, the employee-hiring rate fell from 4.5% to 2.8%, while completed hires have declined since 2022.
Application pipelines are full, but hiring rates are falling, and we're seeing this influence behavior among both employers and candidates.
Economic conditions are certainly playing a role. Tighter budgets, uncertainty, changing investment priorities, and the reallocation of resources are all influencing hiring decisions. The labor market also began slowing around the same time generative AI tools entered the mainstream. It's tempting to point to AI as the main culprit for the hiring slowdown, but correlation doesn't necessarily mean causation.
There may also have been an overcorrection in how employers approach hiring.
During the 2020–2022 technology boom, many organizations prioritized speed and headcount growth. Today, employers are focused on selectivity, productivity, and minimizing hiring risk.
AI productivity claims and concepts like the "10X developer" are also raising expectations. Employers want greater output without necessarily adding headcount.
The real risk is that longer hiring processes create more complexity without improving the quality of hiring decisions.
Are we getting better at identifying the right people, or simply making it harder to make a decision?
For candidates, it can mean more competition, more demanding assessments, and greater uncertainty about what employers are actually looking for.
More Interviews Don't Necessarily Mean Better Outcomes
In an increasingly competitive hiring market, organizations need to make each interview count. More assessments and additional stakeholders won't necessarily produce better outcomes without a clear purpose.
But every additional interview comes at a cost, and more information doesn't necessarily lead to a better decision.
Interview fatigue is real, and it can affect the quality of hiring decisions. Too many interviews, particularly without a clear structure, can lead to candidate details blending and less confident decision-making.
Consider five candidates, each completing three one-hour interviews with two employees present. That's 30 hours of employee time before preparation, feedback, and debriefing are considered. And that assumes everything runs to schedule and transitioning in and out of interviews is seamless.
There are several practical ways organizations can support their hiring managers, improve decision-making, and make interviewing a more enjoyable and engaging experience.
Start with effective screening.
The volume of applications with closely matched resumes has increased significantly. As previously mentioned, BambooHR reported that applicants per posting more than doubled between 2021 and 2025. It's simply not practical to interview everyone who appears qualified on paper.
High-quality screening calls are essential. They help establish clear expectations, validate experience, and ensure that both the candidate and employer are aligned on the role, compensation, and working environment.
Investing more time upfront can save considerable time and effort later. Meeting strong, well-matched candidates can energize a hiring team and create momentum around a hire. Repeatedly interviewing candidates who don't meet the requirements can have the opposite effect.
Define what each interview is assessing.
Before interviews begin, hiring teams should agree on the capabilities and qualities they're evaluating. Clear, easy-to-use scorecards help interviewers record their assessments consistently and provide feedback quickly.
Review feedback throughout the search. If candidates consistently fall short at the same stage, something may need recalibrating.
Train and calibrate interviewers.
Interviewing is a skill, and even experienced technical managers can approach candidate assessments differently or interpret the same responses in different ways.
Consistent questions and evaluation criteria help reduce subjectivity and give hiring teams a better basis for comparing candidates.
Debrief quickly and independently.
Record feedback before discussing candidates as a group. This reduces the influence of stronger personalities and senior stakeholders.
Short, structured debriefs help identify genuine concerns, maintain momentum, and avoid losing good candidates through unnecessary delays.
Don't force consensus.
A hiring decision doesn't require every interviewer to have an identical opinion.
Differences in assessment can be valuable, particularly when they reveal concerns others may have overlooked or identify strengths someone else might have missed.
The objective is to understand those differences and determine whether they matter to the candidate's ability to succeed in the role. Decisions should be based on evidence rather than the influence of the most senior or outspoken interviewer.
Make interviewing part of the hiring plan.
Set aside interview times in advance and establish clear expectations around feedback and decision-making. Keeping a consistent interview rhythm helps reduce scheduling delays, maintain momentum, and allows hiring managers to plan around their other responsibilities.
Ultimately, the measure of a good interview process isn't how thoroughly a candidate has been questioned. It's whether the hiring team has gathered the right information to make a confident, informed decision.
From Headcount to Team Capability
Talent density is a term we're hearing more frequently in conversations with clients. The focus is shifting from how many people are on a team to what that team can actually deliver.
Employers are weighing trade-offs more carefully. Is it better to hire two intermediate developers or one experienced senior developer who can improve technical direction, mentor others, and increase the productivity of the team?
There's no universal answer, but these are the decisions organizations are increasingly making.
It also explains why hiring requirements are becoming so precise. With tighter budgets and higher productivity expectations, employers want people who can hit the ground running and contribute quickly.
The challenge is that precision can become restrictive.
In trying to eliminate uncertainty, employers can create increasingly narrow requirements that exclude capable candidates who could make a significant contribution.
It's worth asking: Are we identifying the capabilities that genuinely improve team performance, or are we narrowing our requirements to make the decision feel safer?
The Real Measure of a Successful Hire
As organizations become more selective and expectations around productivity increase, making the right hiring decision matters more than ever. But success shouldn't be measured simply by how quickly a position is filled or how thoroughly a candidate has been assessed.
The real measure is the contribution that person makes to the organization over time.
At Impact Logic, we believe effective recruitment starts with understanding the bigger picture: the business objectives, the capabilities a team needs, and the type of person most likely to succeed in that environment.
That means making purposeful introductions rather than presenting as many candidates as possible. It also means understanding candidates beyond their technical experience, including their motivations, expectations, and what they're looking for in their next opportunity.
That long-term perspective matters. 86% of candidates we've placed have remained in their roles for at least two years, with many of our earliest placements now in their fourth year.
Ultimately, better hiring isn't about adding more interviews, creating longer assessment processes, or finding someone who checks every box. It's about knowing what matters, evaluating it effectively, and making informed decisions that benefit both the organization and the individual.
The goal isn't simply to make a hire. It's to make a hire that continues to deliver value long after the recruitment process is complete.
Hiring for a critical technical role? Connect with Impact Logic to discuss how we can help you find the right talent.
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