Job seekers face a grueling process: applications, multiple interview rounds, skills tests, and increasingly, work trials. These trials require candidates to complete job-related tasks over several days—sometimes up to a week—so employers can assess their performance in a real work environment before making a hiring decision.

As recruiters and hiring managers sift through a flood of nearly identical applications—especially in the age of AI—work trials have emerged as a way to evaluate candidates in real time. This shift raises critical questions: Are work trials a better predictor of success than interviews? Do they exploit candidates’ time and labor? Do both sides benefit? And are longer, more immersive hiring processes here to stay?

Why Work Trials Are Gaining Traction

“The job market in general is undergoing the largest upheaval in modern history because of the advent of AI,” said Jennifer Dulski, CEO and founder of leadership training platform Rising Team. AI has made it easier to apply to roles at scale, flooding employers with applicants and complicating how hiring managers assess qualifications—or even distinguish real candidates from bots.

Enter work trials. While not new, a 2025 survey by the National Association of Colleges and Employers found that nearly two-thirds of employers now use skill-based hiring for entry-level roles. This reflects a broader shift from resume-based screening to real-world skill evaluation.

“For hiring managers, the question is: ‘How do you even determine who’s real and who isn’t?’” Dulski asked. “And does the applicant really have the skills to do the job?” She added, “Work trials have become one of the only real ways to tell what someone will be like in a work setting.”

Benefits for Job Seekers

According to Dulski, work trials offer candidates a tangible opportunity to showcase their abilities. “It gives them a chance to really show what they’re capable of,” she said. Beyond proving skills, trials provide a clearer view of a company’s day-to-day environment. Participants may interact with teammates, join Slack channels, or attend meetings—helping them gauge whether the role and culture align with their expectations.

Advantages for Employers

For companies, Dulski emphasized that work trials primarily reduce the risk of a bad hire. “It’s very expensive to make a bad hire,” she noted, citing estimates from consulting firm GH Smart, which suggests the cost of a C-level mis-hire can reach 15 times compensation when broader organizational impacts are included. The Society for Human Resource Management (SHRM) estimates the cost of a bad hire at roughly 50 to 200% of an employee’s annual salary.

Work trials also help employers assess cultural fit and teamwork skills that resumes or interviews may not reveal. By observing candidates in action, hiring managers gain insights into problem-solving, adaptability, and collaboration—qualities critical for long-term success.

Potential Drawbacks and Ethical Concerns

Despite their advantages, work trials are not without controversy. Critics argue that multi-day, unpaid trials exploit candidates’ time and labor, particularly for those desperate for opportunities. The practice disproportionately affects early-career professionals, freelancers, and individuals re-entering the workforce, who may lack financial safety nets.

Additionally, the lack of standardization in work trials raises fairness concerns. Some employers may design trials that favor candidates with prior experience or insider knowledge, while others might use them as unpaid labor disguised as assessments. Without clear guidelines, the line between evaluation and exploitation blurs.

Are Work Trials the Future of Hiring?

The rise of work trials reflects broader trends in hiring: a move toward skills-based evaluation, increased competition for roles, and the need for employers to mitigate hiring risks. However, their long-term viability depends on balancing efficiency with fairness.

For now, candidates must weigh the potential benefits—real-world experience and a chance to stand out—against the risks of unpaid labor and unclear expectations. Employers, meanwhile, must ensure trials are structured ethically, with transparent compensation, defined durations, and clear communication about the hiring process.

As AI continues to reshape the job market, work trials may become even more prevalent. But whether they become a standard practice—or a cautionary tale—will depend on how both sides navigate their evolving role in hiring.