How to Spot a Good Candidate Beyond Their Resume

A resume can tell you where someone worked and for how long. What it can’t tell you is whether they’ll show up on time, stay calm when a shift gets slammed, or treat a frustrated customer with patience instead of attitude. For most of the roles employers fill through Pivoters.com (such as retail, food service, customer service, and hospitality) those are the qualities that actually determine whether a hire works out, and none of them show up in a bullet-point work history.

This is especially true for entry-level and hourly roles, where many strong candidates have thin resumes simply because they haven’t had many jobs yet, or because their best qualities were never things a previous employer wrote down anywhere. If you’re only screening on resume polish, you’re very likely passing over people who would do great work for you.

Why Resumes Fall Short for These Roles

Resumes are built to showcase titles, dates, and responsibilities. They’re reasonably good at proving someone has done a type of work before. They’re much worse at predicting how someone will actually behave on the floor, behind the counter, or on the phone with a customer, which is exactly what matters most in customer-facing, fast-paced jobs.

This gap is a big part of why skills-based hiring has taken off across the job market. In NACE’s 2026 Job Outlook survey, 70% of employers now use skills-based hiring practices, up from 65% the year before, and most of those employers apply the approach specifically during interviews and screening — not just when writing the job posting. The shift reflects a simple realization: what someone can actually do, and how they show up day to day, matters more than how their resume reads.

Look for Signal, Not Just Experience

A thin resume isn’t a red flag by itself. Before you rule someone out, it’s worth asking what you’re actually trying to learn, and whether a resume was ever going to tell you that in the first place. A few things worth paying closer attention to:

Reliability and consistency. Did they stay anywhere for a reasonable stretch, even in a different industry? A candidate who stuck with a job for two years says more about their dependability than someone who held five jobs in five impressive-sounding companies over the same period.

How they talk about past work. Listen for how they describe previous roles, even unrelated ones. Someone who talks about helping a coworker, solving a problem on the fly, or figuring something out on their own is showing you initiative, even if the job itself wasn’t glamorous.

Life experience that doesn’t show up on paper. Raising a family, caring for a relative, coaching a youth sports team, or running a small side hustle all build the same muscles you need on the floor: patience, multitasking, and dealing with people. Don’t discount it just because it’s not a “real job” on a resume.

Ask Questions That Actually Predict Performance

The best tool you have for seeing past the resume is a good interview, but it has to be the right kind of interview. Research consistently shows that structured interviews, where every candidate is asked the same core set of job-relevant questions, predict job performance far better than loose, free-flowing conversations. Structured interviews are generally more predictive of job performance than unstructured ones, and more recent research has found the gap to be even larger with some studies putting structured interviews at roughly twice as predictive.

In practice, that means building a short, consistent set of behavioral questions you ask every candidate for a given role, rather than winging it based on their resume. A few that work well for frontline and customer-facing roles:

• “Tell me about a time a customer or coworker was upset with you. What did you do?”
• “Describe a time you had to learn something new quickly on the job.”
• “Walk me through a time you had to juggle several things at once during a busy shift.”
• “Tell me about a time you noticed something was running inefficiently and did something about it.”

Listen for how they handled the situation, not just how it turned out. Someone who stayed calm, asked clarifying questions, or took initiative is showing you the exact behaviors you’ll need from them on your floor.

Let Them Show You, Not Just Tell You

Especially for hands-on roles, there’s no substitute for watching someone actually do the work. A short, paid trial shift, a practical task during the interview, or even a quick role-play of a common scenario (handling a return, taking a phone order, resolving a complaint) tells you more in 15 minutes than a stack of resumes ever could.

A few low-lift ways to build this into your process:

• Have a candidate walk you through how they’d handle a specific, realistic scenario
• Ask them to demonstrate a relevant skill on the spot like operating a register, prioritizing a messy to-do list, or drafting a quick customer response
• If possible, offer a short paid trial shift before making a final decision, especially for roles where team fit matters as much as skill.

Watch for the Soft Skills That Actually Carry the Job

For most of the roles filled through Pivoters.com, technical skill matters far less than attitude, coachability, and people skills which are all things a resume is structurally bad at capturing. During the interview, pay attention to:

Coachability — Do they take feedback well, or get defensive when you push back on an answer?

Energy and attitude — Do they seem genuinely interested in the role, or just going through the motions to get any job?

Communication style — Are they clear, polite, and easy to follow? This matters double for customer-facing roles.

Self-awareness — Can they talk honestly about a mistake or a weakness, or do they deflect everything?

None of these show up on a resume, but all of them show up within the first ten minutes of a real conversation.

Know the Difference Between a Red Flag and a Dealbreaker

Not every imperfection in a candidate’s background is a reason to pass. It’s worth separating genuine warning signs from things that just look messy on paper:

Worth a closer look, not an automatic pass: gaps in employment, a short-lived job here or there, a non-traditional job path, or limited formal work history for younger or re-entering candidates.

Worth taking seriously: vague or inconsistent answers about why they left previous jobs, an inability to describe any specific example when asked a behavioral question, or a pattern of blaming others for every past conflict.

The goal isn’t to lower your standards. It's to make sure you’re actually measuring the right things.

How Pivoters Helps You See the Whole Candidate

Finding candidates who have the right attitude and reliability, not just a polished resume, is exactly what Pivoters.com is built to help with. Instead of sorting through resumes alone, employers on the platform get access to candidates who are actively looking and ready to work, so you can spend your time where it counts most, in the conversation, and not the paper screen.

A resume is a starting point, not the whole picture especially for the kind of roles where attitude, reliability, and people skills matter more than job titles. The employers who hire best for these positions are the ones who build a consistent, structured way to evaluate candidates, create space to actually see people in action, and pay attention to the soft skills that predict success far better than a work history ever could. Put the resume down for a minute, ask better questions, and you’ll start seeing candidates you would have otherwise missed.