The women winning in AI aren't the ones who had it all figured out

There is a persistent myth about what a successful career in technology looks like: that it is linear, planned, and that the people at the top of the field arrived there because they were always the most prepared person in the room.

The reality, particularly in the AI industry, is almost the opposite.

Adaptability is the most valuable skill in AI

AI is the defining transformation of our era, as important to humans and society as energy or transport. And like most transformative technologies, the changes are coming faster than any individual or organisation can fully prepare for. Coding languages, skills, and capabilities can - and in some cases already have - become outdated quickly. In this environment, pinning your entire corporate identity to a single specialism can be dangerous. In fact the most valuable skill to possess in the AI age is the ability to stay flexible, curious, and be willing to step into roles that do not yet have a job description.

The women thriving in AI right now are not the ones who waited until they were ready. They are the ones who learned to operate in uncertainty. 

Good intentions don't always deliver good results

Despite the significant progress which has been made, it would be remiss to imply that male and female employees are always evaluated via the same standards. Research shows that men are more confident when discussing issues outside of their expertise, a trait which can help career advancement based on potential as opposed to track record. Conversely, female employees are more often required to demonstrate a true history of success before being given the opportunity to build one. This can be especially true in sectors like technology which still have a high proportion of male workers. 

Added to this are continuing structural issues with how organisations invest in women's progression. And while many programs have been implemented with the right intentions, efficacy and intention don't always collide. A great example of this decreasing efficacy are mentorship programs. 

Mentorship programmes have their place, but done alone mentorship can be a holding pattern. What meaningfully advances careers is sponsorship. Providing access to senior leaders who will put a name forward where decisions are made, not just offer guidance in a one-to-one setting. Giving a voice at the table where strategy is shaped, not just a place in the audience where it is explained.

Additionally - while usually well intentioned - networking programs can often materially exclude women. Many events in historically 'male dominated' sectors still tend to be very male-oriented in theme, making it harder for women to both go and network there effectively. Not only that, but the reality is that most women still shoulder a greater share of child raising. So when situations are unintentionally created where women are doing the working and men are doing the bonding, there is a hampering of female advancement.

As we can see above, while well intentions, activity can often be conflated with progress. Especially when key metrics or goals aren't used as a central tether for all equality initiatives. Running a mentoring programme, hosting a panel, building an Employee Resource Group - these are not without value, but they are not the same as structural change. 

The question worth asking for many organizations is not what events have been organised, but what roles, opportunities, and decisions have actually been given to women as a result.

The advantage women can build for themselves

For women navigating this landscape, the clearest advantage is adaptability. This field changes daily. The willingness to step into new roles as they form, rather than waiting for a perfect fit, is not a risk. In AI, it is the strategy.

Networking also remains chronically underrated. Not as a transactional exercise, but as a genuine investment in long-term professional relationships built and maintained before they are needed. It is a professional superpower and requires no qualifications to start. 

Crises of confidence are unavoidable when doing something meaningful in this field that moves so fast. The pressure to have all the answers, to keep pace with technology that is evolving faster than anyone can fully anticipate – these are not signs that someone does not belong, but are a necessary part of having a meaningful and fulfilling career. The women who understand that tend to be the ones who move up the ladder quickest.

Progress requires more than visibility

There is no doubt that many organizations in the tech sector are truly committed to improving the number of women in leadership positions. However while the industry has made some progress, gaps still remain. And in some instances, a review of the efficacy of already implemented policies and programs is critical. 

For many, what bridging this gap will require confronting why those being given development opportunities aren't moving into positions of power. What is it about the structure of your company which is holding back the brightest minds - those identified for development - from ascending the executive ranks. 

Closing the gap for good will require honesty. Honesty from organizations about what they are genuinely giving, and what they are still withholding. The first step of progress is honesty, followed by insights, then action. This will allow for the most intelligent and effective updates to be made to existing programs.  

AI is changing the world, and women are pivotal in how this future will be molded. However to do so, ensuring female employees have an equal representation in decision making roles will be critical.