Czechia faces growing AI bias in hiring: Who is most affected?

The Czech labor market is facing a new digital challenge as artificial intelligence increasingly dictates hiring processes and salary outcomes.

As the country prepares for the annual Equal Pay Day conference in Prague this week experts are warning that "neutral" algorithms are frequently reinforcing existing gender pay gaps.

While women make up the majority of university graduates in the Czech Republic, they represent less than 20 percent of ICT students and only about 10 percent of the technological workforce, according to data from the Czech Statistical Office.

This disparity is now being baked into the code of recruitment software used by major Czech employers.

"If we entrust decision-making to algorithms, we must also give them the values that we want to promote in society," Eva Primus Kovandová, president of Business & Professional Women CR, told TV Nova.

She noted that without human intervention, modern digital tools often become "sophisticated versions of old inequalities."

The issue stems from "automation bias," where Czech HR managers tend to trust automated recommendations over their own judgment.

Because AI learns from historical data, where women often had interrupted careers or lower historical pay, the systems frequently flag female candidates as "less suitable" for technical or managerial roles, says Kovandová.

The impact is not just theoretical. Recent studies suggest that when an algorithm ranks a candidate poorly, human evaluators in the Czech Republic often subconsciously confirm that assessment rather than looking at the resume objectively.

This has led to a widening gap in sectors where AI-driven "pre-selection" is most prevalent.

Not all data is negative. A World Economic Forum report (Sept 2025) noted that when AI is specifically designed for "exploration" rather than just "matching," it can surface hidden talent.

In one trial of 37,000 applicants, candidates from an AI-assisted pipeline were 20 percent more likely to succeed in blind interviews because the AI was tuned to ignore traditional "prestige" markers like specific university names.

Technology is also being positioned as a potential solution in Czechia with the development of "bias audit" tools designed to scan internal data for "proxy features" (such as postal codes or maternity leave gaps) that algorithms use to indirectly discriminate.

These audits are becoming a priority as the EU AI Act begins its rollout, classifying recruitment software as "high-risk" and requiring mandatory human oversight by August 2026.

However, the barrier to equality in the Czech Republic extends beyond software. Structural disadvantages persist, particularly for those aged 35 to 44.

A 2025 IDEA study at CERGE-EI revealed that the availability of part-time work in Czechia remains well below the EU average. The study estimates that expanding flexible work options for parents could increase state revenues by up to CZK 10 billion per year.

These cultural hurdles are becoming a breaking point for Generation Z, who now make up one-fifth of the Czech population. As labor shortages grow, young talent is increasingly prioritizing transparency over traditional financial bonuses.

The gender pay gap in the Czech Republic is around 17 percent, according to data from the European statistical office Eurostat.  This means that women in the country earn on average about a sixth less than men.

"For the younger generation, this is an extremely relevant and important topic," Altynay Tezekova, Director of People & Culture at Philip Morris ČR, told Denik. "They demand equal conditions and perceive them as a fundamental right. It is no longer just about financial benefits."

Pay transparency, however, could be a long way off for employees in Czechia: despite the looming European Union deadline, the country is unlikely to implement new pay transparency rules by the scheduled date of June 7.

The role of technology in the workplace will be the central theme of the Equal Pay Day 2026 conference, held on March 26 and 27 at the Clarion Congress Hotel Prague.