Responsible AI in Recruitment

When Fast Forward Actually Sets You Back.

The development of AI is accelerating at a pace few could have predicted, except for the brainiacs who move in circles beyond my intellect. New recruitment products are launching daily, each claiming to be smarter than the last, all promising streamlined workflows, better candidate matching, and predictive insights, but are troubles brewing beneath the glassy surface?

The lack of safeguards surrounding how these tools are trained and how data is processed introduces a set of challenges that raise questions about how candidate data is being used, possible AI bias, and, of course, transparency. Without addressing these questions, employers run the risk of integrating tools that not only fail to deliver on their promises but also expose them to liabilities.

Large job platforms and vendors continue to roll out new AI-powered products under the banner of “efficiency,” collecting and repurposing candidate data in ways that benefit the platform far more than the employer. If you don’t understand the full scope of what you’re buying, you could find yourself relying on a system that works against your hiring goals.

At Buyer, we believe trust in innovation matters. That’s why we’ve built measures into our platform to ensure AI is deployed with fairness and accountability, including bias safeguards, data protection for employers and individuals, and transparency explaining how our AI works.

The bottom line is, AI is here to stay, but how it’s deployed will determine whether it becomes a powerful asset or a major liability. The future of your recruitment technology should be built on trust.

Buyer has over 25 years of pioneering experience in recruitment technology, transforming the hiring landscape. Our commitment to innovation is paired with a steadfast dedication to responsible and ethical practices, ensuring secure and trustworthy partnerships with our clients.

We invite you to contact our team today to discover how our tailored solutions can enhance your recruitment efforts and drive success with care.

Joel Glick
President
Buyer Advertising

Buyer provides custom talent solutions that deliver the right candidates to you. We cultivate unique Employer Brands, and our industry-leading search engine optimized hiring platform, Buyer Talent Engine, empowers recruiters with a smarter way to attractengageanalyze, and track candidates through the entire hiring process – backed by a team of industry leaders with a passion for customer service.

Everyone Wants Your Data.

Who Should You Trust?

Even though my blog post picture is smiling, I am not in a good mood today. One, I have recently returned from vacation, and two, there are changes brewing in our industry that are troubling. As a result, there will be nothing funny in today’s post. No witty puns or clever references to early 90’s movies, just an honest heads up about an aggressive push to change the current practice of recruiting in 2025.

The job boards want your data, and they have been collaborating with the Applicant Tracking Systems behind your back to get it. They say sharing this data will enhance the candidate’s experience and will provide better matched applicants to paying customers, but there are several areas of discussion that should be considered.

Privacy and Consent Issues:
Job seekers may not be explicitly informed that their personal data, including application details and progress (e.g., “interviewed,” “rejected,” or “hired”), is shared with the job board. While many job board’s Terms of Service state that job seekers agree to data processing for job matching, candidates might not anticipate their data being shared back with the job board from an employer’s ATS, potentially without clear, specific consent.

Personally Identifiable Information (PII):
Although some integrations claim to anonymize data by sharing only timestamps, application IDs, and statuses, there’s a distinct risk that aggregated data could still be linked to individuals, especially if combined with other datasets. This poses concerns for the applicant, but more importantly, also for the employer who could fall victim to candidate remarketing by the job boards.

Security Risks:
Job board’s Privacy Policies often indicate that data may be shared with third parties for improving services or matching candidates. Without transparent oversight, there’s a concern that data could be used for purposes beyond the original intent, such as marketing or profiling, which candidates may not have agreed to.

Remarketing Threat:
There is an undeniable threat that job boards armed with candidate status data will remarket to those hires generated by their board and churn your happily employed people. They will know who you hired, into what role, and when you did it. It doesn’t take a rocket scientist to figure out that job boards will step up their highly tailored messaging to capitalize on the insights gleaned from the shared data.

Employer Pressure and Dependency:
You can expect to be pressured into sharing candidate data to access benefits like improved candidate matching, higher job visibility, and access to simplified application processes, creating dependency on the job board’s ecosystem, reducing employer autonomy while increasing advertising costs.

These concerns highlight the need for further discussion, and I assure you; if you ask the job boards for their recommendation, you will not get the full picture. Contact us today at Buyer Advertising to learn more about our recruitment consulting services to help you navigate this latest push for data that could pull you down a slippery slope.

Joel Glick
President
Buyer Advertising

Buyer provides custom talent solutions that deliver the right candidates to you. We cultivate unique Employer Brands, and our industry-leading search engine optimized hiring platform, Buyer Talent Engine, empowers recruiters with a smarter way to attractengageanalyze, and track candidates through the entire hiring process – backed by a team of industry leaders with a passion for customer service.