Automated job hiring software could have rejected millions of candidates

Best HR outsourcing
(Image credit: Image Credit: Pixabay)

Automated talent management tools that are designed to help the hiring process by weeding out inappropriate applications, are in fact kicking out qualified candidates, even for a slight deviation from the defined criteria for the job. 

Compiled by Accenture and the Harvard Business School, the report states that such systems have helped create a new strata of talent that the authors refer to as hidden workers

The report notes that one of the leading reasons for the constant swelling in the number of hidden workers is the increasing reliance on automated systems such as Applicant Tracking Systems (ATS) and Recruiting Management or Marketing Systems (RMS). 

“These systems are vital; however, they are designed to maximize the efficiency of the process. That leads them to hone in on candidates, using very specific parameters, in order to minimize the number of applicants that are actively considered,” note the authors.

Victims of automation

The authors suggest that over the years, automation has pervaded virtually all steps of the recruiting process. 

Thanks to the use of Artificial Intelligence (AI), machine learning (ML), and natural language processing (NLP), these automated systems sift through an incredible number of applications to identify a limited number of candidates who most closely match specified criteria. 

Unfortunately, this means they leave out a whole lot of candidates with minor gaps that the authors argue could’ve been filled with a little training. 

Illustrating the fallacies of these automated systems, the researchers say that most use factors such as a college degree or possession of precisely described skills, to match against attributes such as skills, work ethic, and self-efficacy. 

Most also use factors such as a gap in full-time employment as a basis for excluding a candidate overruling their other qualifications. 

“A large majority (88%) of employers agree, telling us that qualified high-skills candidates are vetted out of the process because they do not match the exact criteria established by the job description. That number rose to 94% in the case of middle-skills workers,” the researchers shared, while suggesting ways businesses can tap into this pool of hidden workers.

Mayank Sharma

With almost two decades of writing and reporting on Linux, Mayank Sharma would like everyone to think he’s TechRadar Pro’s expert on the topic. Of course, he’s just as interested in other computing topics, particularly cybersecurity, cloud, containers, and coding.

Read more
A digital image of a person working through HR controls.
HR firms say finding the right candidates is now harder than ever
A young woman and a man shaking hands over a job contract
More job seekers are using AI to boost their CVs
AI recruiter Megan
The end of the HR department is in sight; could this AI recruiter be the most advanced yet?
Employees sat around together discussing business issues.
The automation advantage: enhancing efficiency and employee satisfaction
In this photo illustration, the business and employment-oriented network and platform owned by Microsoft, LinkedIn, logo seen displayed on a smartphone with an Artificial intelligence (AI) chip and symbol in the background.
LinkedIn launches free AI tools for you to find the perfect job
office workers in pods
IT unemployment hits new high as AI threat continues
Latest in Pro
Branch office chairs next to a TechRadar-branded badge that reads Big Savings.
This office chair deal wins the Amazon Spring Sale for me and it's so good I don't expect it to last
Saily eSIM by Nord Security
"Much more than just an eSIM service" - I spoke to the CEO of Saily about the future of travel and its impact on secure eSIM technology
NetSuite EVP Evan Goldberg at SuiteConnect London 2025
"It's our job to deliver constant innovation” - NetSuite head on why it wants to be the operating system for your whole business
FlexiSpot office furniture next to a TechRadar-branded badge that reads Big Savings.
Upgrade your home office for under $500 in the Amazon Spring Sale: My top picks and biggest savings
Beelink EQi 12 mini PC
I’ve never seen a PC with an Intel Core i3 CPU, 24GB RAM, 500GB SSD and two Gb LAN ports sell for so cheap
cybersecurity
Chinese government hackers allegedly spent years undetected in foreign phone networks
Latest in News
Open AI
OpenAI unveiled image generation for 4o – here's everything you need to know about the ChatGPT upgrade
Apple WWDC 2025 announced
Apple just announced WWDC 2025 starts on June 9, and we'll all be watching the opening event
Hornet swings their weapon in mid air
Hollow Knight: Silksong gets new Steam metadata changes, convincing everyone and their mother that the game is finally releasing this year
OpenAI logo
OpenAI just launched a free ChatGPT bible that will help you master the AI chatbot and Sora
An aerial view of an Instavolt Superhub for charging electric vehicles
Forget gas stations – EV charging Superhubs are using solar power to solve the most annoying thing about electric motoring
NetSuite EVP Evan Goldberg at SuiteConnect London 2025
"It's our job to deliver constant innovation” - NetSuite head on why it wants to be the operating system for your whole business