Confession: I Left a Job I Loved Because of the Gender Pay Gap
In my mid-20s, I made the tough call to walk away from a company I genuinely loved—all because of the gender pay gap. I was outworking everyone in my cohort—taking on more responsibility, traveling constantly, even mentoring some of my male counterparts. But when I found out I was being paid 15% less than the men around me, it was like a punch in the gut. Burnt out from the workload and endless travel, all I wanted was fair pay. You’d think that would be a given—spoiler alert: it wasn’t. So, I walked.
Leaving wasn’t easy, but it was the right move. I found a company that recognized my worth and gave me the balance I deserved.
Now, 20 years later, we’ve got the KPMG, WLDA, and Revelio Labs study, and the data shows that we still haven’t made enough progress.
It’s frustrating. Women are still facing the same obstacles, and new female entrants into Data & AI roles are at a 16-year low. The gender pay gap remains, with women earning 6% to 13% less than men. And with women holding only 30% of leadership roles, we’re seeing a lack of representation that trickles down into missed mentorship, sponsorship, and a sense of belonging.
This has to change. We can’t keep losing brilliant minds to systemic inequities. After 24 years in this industry, I still seek out women leaders for support—that’s why I joined WLDA. There’s a real void at the executive level, and even I needed peer mentorship. It’s wild out there.
But as someone who’s been through it, I’m committed to driving change:
I say this fully aware of my privilege.
As a woman without children, I can sit in my living room on a Sunday morning, sipping coffee and reading about my industry. I have time to think, learn, and grow. But I see women every day—many with small children—who don’t have that luxury. They’re at the top of their careers, yet forced to hit pause, often never reaching their full potential again. Even with my privilege, getting where I am took everything I had. Women have so much grit.
That’s also why I serve as a chapter leader for Women in Data—because it’s not just about paying it forward. It’s about ensuring we’re all rising together.
But it doesn’t stop there. What can your organization do?
The numbers are clear—we need change. This isn’t just a women’s issue—it’s a leadership issue, an innovation issue, and a growth issue.
Oh, and I have to say this because it’s important: there are women leaders out there in the trenches of HR and Finance who are already doing everything they can to support other women. I know I’ve personally benefited from their support over the years, and I love them for it. I see them—they’re burnt out in ways you can’t imagine, and they want this change as much as anyone else. So, support them in return. Speak up when you see them being challenged, and push for change together. We’re in this fight as a collective, and they need our voices just as much as we need theirs.
Let’s rise to the occasion. Let’s create a Data & AI world where equity is the norm, not the exception.
Building a curated professional network. Connections reserved for genuine professional collaboration.
1yFinding mentors that can understand the challenges a woman faces is not easily done.
Team Lead, Wells - CNE & Emerging Business
1yThank you for writing and sharing this with us Sandy Estrada! It's been great to interact with you as part of WLDA :) Building each other up and providing that energy is what helps keep us going to make the change that is needed!
Head of Data Strategy
1yI feel this deeply. Thanks for sharing.
Enterprise Data Leader, Data Governance Officer, Data Thought Leader/Evangelist, Chief Data Officer, Fractional Governance, Data Strategist, creator of #CrimesAgainstData, preventing data problems for business success
1yIt's also surprising the number of people who don't recognize that discrepancies exist.
Operating at the intersection of AI & business impact | CEO, WLDA & The AI Factor | Professor at Columbia University | Keynote Speaker, Best-selling Author and Changemaker.
1y“ Let’s create a Data & AI world where equity is the norm, not the exception.” Sandy Estrada! We need everyone coming together to make a change. Thank you for your post. We need to keep doing more - Women Leaders In Data & AI (WLDA)