Your applicants have access to the same AI tools you do, and many of them use those tools to write resumes, cover letters, and interview answers. Hiring prior to the recent AI boom was designed to read effort as a signal, whereas now a polished application now costs a candidate about thirty seconds.
For most employers the change shows up as masses of applications that look strong on paper, followed by interviews where a surprising number of those candidates cannot explain their own experience. The cost lands later, in time spent interviewing the wrong people and in hires who looked better in writing than they perform on the job.
Plenty of good workers use ChatGPT or Claude to clean up a resume the same way they would ask a friend to proofread it. The practical question for a hiring manager is which parts of the process still tell you something true about a person, and which parts AI has made unreliable.
Where your process is easiest to fool
Cover letters
Good writing no longer shows effort
A well-written, tailored cover letter used to tell you a candidate cared enough to research your company. Today it mostly tells you they pasted your job ad into an LLM. Treat it as a formatting sample and look elsewhere for motivation.
Keyword screening
Filters reward whoever copies your posting
If your applicant tracking system ranks resumes by matching terms from the job description, AI-tailored resumes will rise to the top whether or not the experience behind them is real. Meanwhile, a strong candidate who describes the same work in plain language can be screened out before anyone reads the resume.
Take-home assessments
Unsupervised tests measure the tool
A written case study or skills test completed at home can be finished with AI help in minutes. The result tells you what the software knows, which is useful only if the candidate will have the same tool and the same time on the job.
Standard interview questions
Rehearsed answers sound identical
“Tell me about a time you handled conflict” has a textbook answer, and candidates can generate and memorize one the night before. When several interviewees give you the same story structure, the question becomes redundant.
Remote interviews
You may not even be talking to the applicant
In 2022 the FBI warned employers about applicants using deepfake video and stolen personal information in remote interviews, mostly for IT and data roles with system access. The warning focused on remote tech jobs, but any fully remote process with no in-person step has the same gap.
Automated rejection
Your own AI tools can skip qualified applicants
Employers are adding AI to screening to keep up with volume. Rejections from those tools go straight to a template email, so nobody on your team ever sees the experienced welder whose resume listed “MIG and stick” instead of the exact certification name in your ad.
The parts of hiring that still work are the ones that have a qualitative measure to them: a follow-up question, a skills test in front of you, and a reference who worked beside the person.
What still tells you something real
Most of the solution comes from moving weight away from written materials and toward steps a candidate has to complete in real time. Candidates can and will keep using AI to polish a resume, and you can stop relying on resumes to tell you who can do the job.
01
Ask the follow-up
A generated answer holds up for one question. Ask what the candidate would do differently, what the budget was, who pushed back, or which part went wrong. People who did the work answer those easily, with details nobody would bother to invent.
02
Test skills where you can see them
Run the skills test on-site or on a live video call: a reconciliation in Excel for an accounting role, or a scheduling exercise for an office role. Keep it practical and tied to the job so strong candidates do not walk away.
03
Make reference checks specific
Ask references to confirm a concrete claim from the resume, like the size of the team the candidate supervised or the software they used daily. A reference can say “great to work with” about anyone, but they cannot fake remembering a specific project.
04
Look at who your filters reject
On a regular basis, have someone read a sample of the resumes your screening tool turned down. If qualified people are in that pile, loosen the keyword rules or add a human review step.
05
Add one in-person or live-camera step
For roles with access to money, client data, or company systems, confirm identity at least once before an offer, either in person or on camera with photo ID.
Adjusting each stage of hiring
| Stage |
What AI changed |
What to weigh now |
| Resume review |
Every resume reads well and matches your keywords |
Numbers, dates, and details that are consistent across the page |
| Cover letter |
Tailored letters take seconds to produce |
Little weight, or drop the requirement entirely |
| Phone screen |
Candidates can read prepared answers |
Unscripted follow-ups on their own resume |
| Assessment |
Take-home work can be completed by a tool |
Short tests done live or on-site |
| References |
Largely unchanged |
More weight, with questions about specific claims |
Scroll sideways on mobile to see the full table.
How Integrated Staffing screens before you meet anyone
Every step in the list above takes time, and most hiring managers are doing it on top of their regular job. Screening is one of the core steps of our work. By the time a candidate reaches you, one of our recruiters has already done the parts of hiring that matter.
Real conversations
We interview before you do
Our recruiters talk with candidates virtually and in person, and they ask the follow-up questions a chatbot cannot prepare someone for.
Verified experience
We test skills
Every candidate we place goes through a pre-screening process. We ask the right questions to make sure the resume has been confirmed before you see it.
Local knowledge
Recruiters in your region
We have offices in Halifax, Dartmouth, Moncton, Saint John, Charlottetown, and St. John’s. Our recruiters know the local employers, pay rates, and candidate pools in each market.
Temp-to-perm
See the work before you commit
With a temp-to-perm placement, the worker starts on our payroll and you see how they perform on real shifts. If they work out, you can hire them on permanently. A permanent hire based on weeks of work is a safe bet.
For permanent searches, our perm team recruits across Canada, which helps when the right person for a senior or specialized role is not in your city. Whether you need one worker by Monday or a controller by next quarter, you get a shortlist of people we have spoken with, checked, and would stand behind.
Hiring in Atlantic Canada
Spend your time on the final interview
Tell us about the role, and our recruiters will handle the rest. You meet the candidates worth meeting, for temporary, contract, and permanent roles across New Brunswick, Nova Scotia, Prince Edward Island, and Newfoundland and Labrador.
Talk to our team
Sources: Federal Bureau of Investigation, Internet Crime Complaint Center, Public Service Announcement I-062822-PSA, “Deepfakes and Stolen PII Utilized to Apply for Remote Work Positions,” June 28, 2022.
