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According to new global research from Booking.com, one of the world’s largest travel commerce companies and a digital technology leader, almost half of women currently working in tech (47%) say that gender bias during the recruitment process is holding women back from entering the industry.

Despite many industry efforts to uplift the representation of women and minorities in the tech workforce, the research shows that challenges starting from the recruitment stage may be discouraging women from applying for tech roles at all. This means that tech companies may be turning away qualified women before they even have the opportunity to get started.

When looking across audiences, it’s female undergraduate students interested in a tech career who feel most strongly about the challenges posed by gender bias during recruitment. More than three in five (62%) view gender bias at recruitment as a barrier for women to enter the tech industry.

“Much of the conversation on improving gender diversity in tech to date has focused on what the tech industry, education systems and governments can do to get more girls and young women interested in STEM at a young age and on the path to a future career in tech,” says Gillian Tans, CEO of Booking.com. “Our research highlights just how pivotal tech companies’ recruiting practices are to getting female candidates across the line into a role within tech. This includes how they talk about the industry, the job descriptions they post and the opportunities they promote. When we consider that 51% of women globally believe hiring practices that attract a more diverse workforce are the most essential contributor to their success in tech, these findings are particularly significant.”

Tech hiring behaviors are pushing women away, rather than drawing them in

When asked about specific recruiting and talent identification practices used by technology companies, responses from women working in tech further indicate how the industry often fails to accurately describe – and therefore recruit for – the full range of roles and opportunities that a career in tech can offer. One of the contributing reasons for this may be the language used by tech companies when advertising for new roles, with many believing that the use of subtle nuances and ‘male-coded’ words such as “lead” or “dominant”risk excluding or alienating women, resulting in fewer considering such roles.

Following on from this, job descriptions are further isolating women from applying for non-technical roles within tech, with more than half of women (51%) saying that job roles are not written with women in mind. Our research shows that more than half of female tech professionals and female students (54%) believe that tech companies tend to talk more about the technical roles that involve coding, product design, data analysis and engineering, at the expense of featuring the non-technical roles that might equally be of interest.

Supporting this, nearly three in four  women in tech and female students interested in a career in the field (72%)say they still believe they are required to have technical skills or a degree in technology or computer science to get a job in the industry – regardless of whether it is for a technical role or non-technical role in a department like Human Resources, Finance, Legal and Marketing, for example. When looking across regions, this belief is especially strong in India (83%), China (79%) and Brazil (74%).

When it comes to having a clear career path within the tech sector, half of women (50%) globally feel that the opportunities for them to advance aren’t made clear at the outset – another factor hindering them from entering the industry. This sentiment is strongest among female undergraduates (59%), showing that the tech sector needs to do more to highlight the advancement opportunities available to young women even before they join.

“Our research findings support the notion that, for years, tech companies have talked about the industry and the roles available within it in a way that has appealed to men, but has alienated and put off many women, whether it’s the language used in job descriptions or during the recruiting and hiring process. As one of the first interactions a candidate has with an organization, we need to ensure that the application process is gender balanced and inclusive, so we’re not closing doors and turning women away at this early stage,” says Tans. “Equally, as an industry, we need to do a better job of highlighting for women the multiple pathways that exist for a career in the tech field.”

Once hired, men and women face different experiences with advancement and leadership

When asked about progression opportunities once they’ve entered the tech industry, more than three in five women (62%) feel they are expected to meet every requirement of a job posting to advance, while men tend to be promoted based on their future potential. Looking across regions, this sentiment is strongest in India (75%) and China (74%),confirming perceptions of bias in favor of men when it comes to career selection and progression.

A similar number (61%) feel that attitudes and behaviors that are viewed positively in male colleagues are seen to be negative in women. More than half (55%) of women surveyed feel they don’t receive enough development or leadership opportunities.