Salt Lake City, UT, Feb. 19, 2025 (GLOBE NEWSWIRE) -- HireVue, the global leader in skills-based hiring, today released its 2025 Global Guide to AI in Hiring, revealing how artificial intelligence (AI) is reshaping hiring at a rapid pace. Based on insights from more than 4,000 HR leaders and employees worldwide, the report highlights a shift from AI experimentation to full-scale implementation. AI adoption among HR professionals surged from 58% in 2024 to 72% in 2025. Importantly, the gap between candidate and HR leader perceptions is closing as candidates embrace generative AI as a partner in their personal race for employment.

Tired of Sifting Through AI-generated Content, Skill Assessments are Taking Off

Talent acquisition leaders are being inundated with AI-generated applications, pushing teams to embrace validated skill assessments to ensure the quality of hires. Forty-one percent of HR pros say their companies use skill assessments in their hiring process. While brought on by necessity, the change is welcomed with growing confidence in AI’s ability to fill critical needs:

  • AI trust is rising: Confidence in AI systems grew from 37% in 2024 to 51% in 2025, reflecting increased comfort with AI-driven hiring recommendations.
  • Productivity is soaring: HR leaders report 63% greater productivity, with 55% automating manual tasks and 52% improving business efficiency.
  • AI enhances, not replaces, human decision-making: A 53% increase in trust in AI-powered hiring recommendations signals that AI is being used as a decision-support tool, not a final decision-maker.

"AI research continues to advance, enabling models to achieve new levels of predictive performance," said Dr. Lindsey Zuloaga, Chief Data Scientist at HireVue. "At HireVue, we’re harnessing this progress to uncover job-relevant skills data while delivering a faster, more seamless experience for candidates. Resumes have never told the full story of a person’s potential, and by using HireVue’s technology to validate skills, companies can consistently identify more qualified talent than ever before."

Candidates Are Using AI and Want Fairness

Candidates view AI in hiring with optimism, and there is growing trust in the potential for these tools to reduce bias:

  • 57% believe AI use in hiring would reduce racial/ethnic bias, a 6% increase from last year.
  • 45% of workers see racial bias as a significant issue in hiring, while 41% view it as a minor one.

These findings indicate a shift in perception, as candidates increasingly see AI as a tool that can enhance fairness if implemented responsibly. However, skepticism remains, reinforcing the need for transparent AI processes and clear communication about how hiring technologies are used.

Despite increasing AI adoption, concerns remain about misinformation (51%), job replacement fears (51%), and security risks (47%). The report urges HR leaders to prioritize transparency and ethical AI use by:

  • Positioning AI as a decision-support tool, not a decision-maker
  • Clearly communicating AI’s role in the hiring process
  • Partnering with ethical vendors that offer explainable AI solutions

For more insights into AI’s growing impact on hiring, download the full report here.

About HireVue

HireVue helps organizations elevate the hiring conversation from evaluating candidates’ credentials to understanding their capabilities. The company’s deep expertise in selection science and AI helps companies understand an applicant’s unique skills and potential to match them to jobs where they can excel today while suggesting a future path. Serving over 1,150 pioneering customers around the globe, including over 60% of the Fortune 100, HireVue has hosted over 70 million video interviews and 200 million chat-based candidate engagements.

HireVue social networks

LinkedIn: www.linkedin.com/company/hirevue

Facebook: www.facebook.com/HireVue

YouTube: www.YouTube.com/user/HireVue

Instagram: www.instagram.com/hirevue/

Threads: https://www.threads.net/@hirevue

Start early: Setting the foundation

One of the biggest mistakes employers make is waiting until the new year to address tax requirements.

“To prepare for a smooth tax season, organizations should review their payroll and tax processes early to ensure all employee data is accurate,” said Ciambella.

Starting early means verifying employee information (such as addresses and Social Insurance Numbers) and reviewing any payroll adjustments made throughout the year. This includes changes in benefit plans, new hires, or updates in regulatory requirements. If a new provincial rule alters how certain expenses are taxed, it’s best to catch it long before tax slips go out.

Synchronizing departmental calendars

Tax season isn’t a single uniform period for everyone.

“Payroll teams’ big push is getting the new year tax changes in,” said Patterson “Finance is working through all of their corporate filings. HR handles communications to employees.”

Because each department is busy at slightly different times, a mutual calendar of key deadlines helps co-ordinate efforts. Payroll’s priority might be generating T4s in January and February, while finance focuses on corporate tax deadlines, and HR must stay ready to field questions from employees.

Sharing a timeline ensures one team isn’t left scrambling at the last minute.

Streamline communications with employees

Patterson said HR often bears the brunt of employee queries, even when the root cause is a regulatory shift beyond the employer’s control. Workers rarely see the behind-the-scenes calculations or government-mandated changes — what they notice is a fluctuation in their net pay.

“They need to present it in way to the employee population that makes sense — what’s just happened and why they might be presented with a different (amount) than previously,” she said. “HR is the steward, or the carrier, of the message to employees to try to translate it into something that they can consume and that they can understand the implications. ”

A joint FAQ document can help. By bringing together payroll’s technical details, finance’s cost analysis, and HR’s communication skills, employers can anticipate the top employee questions and provide answers in plain language.

Messages should also be tailored and delivered only to those they impact. For example, Patterson pointed to a new rule in Manitoba for 2025 that affects individuals earning over $200,000.

“That’s not of interest to everyone, but it is going to be of interest to those who are impacted,” she said.

Leverage technology for accuracy

Ciambella said “technology is critical in streamlining tax tasks by integrating payroll and HR systems, ensuring smooth data flow.” Automation can handle repetitive tasks such as calculating deductions and generating reports. The result is fewer manual errors and faster completion times.

Patterson said her organization, Dayforce, issues an annual document summarizing “what’s changed” for pay period one. If your organization uses a similar platform or an outsourced provider, find out if they offer a comparable feature or update.

Ensuring your software is current reduces the risk of outdated tax tables or incorrect codes.

Designate a point person — or three

Cross-departmental ownership is key. HR, payroll, and finance all have distinct roles, but each team needs a dedicated point person who can represent their area’s priorities. This ensures no questions or tasks go unanswered.

“Implementing clear communication protocols and designating compliance champions within each department can help with collaboration,” Ciambella said.

Such champions streamline decision-making. Instead of emailing a long list of people, you can rely on a few knowledgeable contacts to confirm details quickly — whether it’s a question about pension adjustments or an inquiry into a new provincial tax bracket.

Small businesses: Outsource if necessary

Tax season can be even more daunting for small enterprises lacking in-house expertise. There’s no shame in looking outside the walls for help, said Patterson.

“It's absolutely understandable why that model [outsourcing payroll or certain tasks] has some appeal to an employer who says, ‘I'm a busy sole proprietor,’” she said.

She stressed that outsourcing is “still a partnership.” Even if a small company entrusts day-to-day payroll tasks to a provider, it must still communicate major changes — like a big hiring push or shifts in compensation structure — to ensure accurate returns.

Ciambella added that technology aimed at small businesses can also fill knowledge gaps while reducing manual workloads.

Manage employee expectations

HR plays the key role in preparing employees for changes in their year-end forms or paycheques. For instance, if employees receive new T4 codes or if certain taxable benefits increase, a proactive email or group meeting can help. Employees are often focused on net pay fluctuations — getting ahead of concerns alleviates confusion and a lineup at the door when cheques are deposited.

Patterson added that “a lot of people… might have done their TD1 form 20 years ago,” not realizing they can adjust it if their circumstances change. Encouraging employees to review their tax withholdings can prevent over- or under-deductions, which in turn reduces panic at tax time.

Foster a culture of shared responsibility

Ultimately, seamless tax seasons hinge on a culture where HR, payroll, and finance cooperate year-round — not just in the frantic weeks of January and February. When these departments align on goals and keep communication open, they can spot potential errors early, craft consistent employee messaging, and navigate new regulations with minimal disruption.

Ciambella underscored the difference strong collaboration can make: “Investing in technology that automates tasks can significantly enhance efficiency and accuracy… Maintaining open communication across departments is essential.”






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