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The Good, the Bad, and the Ugly of How AI Has Changed the Job Search

Published: Feb 20, 2026 4:26 PM  |  By Judy Collins  |  Viewed: 53
Category: Columns, Expert Advice, Technology  |  Tags: Recruiting Technology

AI has touched all of us, whether we like it or not, including the job search process. We see changes in how to rewrite a resume, candidate commitment, and the role recruiters are playing in the job market. AI is a good tool for the applicant, the recruiter, and the hiring manager, but human judgement will always play an important role when companies are looking for the best talent.

AI has not changed what candidates want from a good job but how quickly and easily they can pursue job opportunities. What this means for recruiters is more applications, smarter screening, and faster engagement. Candidates can rewrite their resume to improve formatting, keyword alignment, and professional language but it can also mask gaps in experience, inflate responsibilities, and can reduce differentiation of the good from the bad. Applications can be customized in seconds, cover letters and outreach messages are auto generated, and the mass application volume has skyrocketed. More applications do not always correlate to better candidates.

For the recruiter, AI can assist with sorting and analyzing the increasing volume of resumes which are flooding in. Beyond that function the recruiter’s experience and judgement will play a decisive role in assessing the true capabilities of a candidate and their suitability for a specific placement.

This article will address these ideas and hopefully make the recruiter aware of the benefits, and the pitfalls, of AI.

AI has lowered the barriers to applying for a job.
To get some insights on this I spoke with my long-time friend, Henry Glickel, executive recruiter and president of Sales Recruiters, Inc. Henry noted that AI has fundamentally lowered the barriers to applying for a job, making it easy for applicants to prepare a resume. AI allows the job seeker to immediately do detailed research on the hiring company as well as on the specific requirements of the role they are seeking. An applicant’s resume can be custom tailored in seconds to fit the stated job requirements of the position and appropriate key words can be included to ensure the applicant is not culled out too soon by an ATS. Cover letters and outreach messages can be auto generated and quickly prepared for mass application. AI has changed how quickly and easily applicants can pursue opportunities. All this is great for the applicant but does not necessarily lead to a better hire.

Impacts on recruiters and HR.
With so many resumes going out, HR departments and hiring managers are bogging down trying to deal with the volume. To some degree the positive effects of AI on resumes have offset the rising volume by offering improved formatting, keyword alignment, and use of professional language. On the downside, AI effects tend to mask gaps in experience, inflate responsibilities, and have made many resumes look just the same. This means that HR and recruiters can no longer rely on resumes alone to assess capabilities.

AI has affected candidate commitment.
I asked Henry about candidate commitment and how it has changed with the advent of AI in the job market. He noted that because applying is so easy, candidates apply more broadly with less real commitment to pursue a specific job. Henry says that “ghosting” has increased and interview no-shows have become more common. Another indicator is that offer-stage drop-offs happen more often. So, it seems that AI has reduced the friction of applying for a job but has also reduced the emotional investment on the part of the applicant.

Speed impacts of AI.
Speed has always played an important role in the hiring process in getting the best candidates

Judy Collins

Written by

Judy Collins

Staffing Resources, Judy Collins, President - Helping recruiters expand their ability to recruit anywhere in the continental USA. NAPS Harold B. Nelson Lifetime Achievement Award Winner. Call 713-858-2677 to learn more.

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