The gender pay gap is not just something that appears at the negotiating table. A sweeping look at nearly 900,000 jobseekers suggests it often starts much earlier, in the quiet moments when candidates decide what to ask for and which roles are worth a click.
In an analysis of the browsing and application activity of 881,776 U.S. users, JobLeads found that women consistently set lower salary expectations than men. On average, women listed desired pay of about $72,282 compared with $79,906 for men, a gap of roughly 9.5%. Even at the top of their ranges, women still came in lower, with high-end expectations around $156,846 versus $170,842 for men. Layered on top of that are differences in the roles candidates target and how often they actually apply, which together can create an early earnings floor that follows workers for years. The findings are drawn from JobLeads.
Application Behavior Widens the Gap
Men and women appear equally curious when browsing job listings, but curiosity translates into action very differently. According to the analysis, 94% of men who clicked at least one job went on to submit an application, compared with 81% of women. The jobs women do apply for also tend to pay less, with a median salary about $12,667 lower than the roles men go after.
The study notes that women are more likely to search for part-time or flexible positions, which often come with a lower paycheck. That so-called "flexibility tax" may feel like a short-term tradeoff but can compound into a sizable lifetime hit. These patterns in clicking, applying and prioritizing flexibility were highlighted in coverage from Bizwomen.
Why It Matters
Those small, early gaps do not stay small for long. Federal data show that in 2023, women’s median weekly earnings were about 84% of men’s, a gap that reflects both occupational sorting and pay differences inside similar roles. That topline figure comes from the Bureau of Labor Statistics.
Advocacy research has repeatedly warned that the finish line on equal pay is still a long way off. At current rates of change, full pay parity could be decades away, according to projections discussed by AAUW. When women start the job search by asking for less and applying to lower-paying roles, it feeds directly into the broader wage shortfalls those national numbers capture.
What Employers and Candidates Can Do
Jobseekers are not powerless in this equation. Candidates can narrow the gap by researching going rates for their roles, widening the range of positions they consider and being deliberate about stating salary expectations and negotiating once offers arrive. Employers, for their part, can blunt the early disadvantage by posting salary ranges, conducting regular pay audits and designing hiring processes that do not automatically peg offers to whatever number an applicant first names. Guidance and tools along these lines are laid out by JobLeads and other pay-equity advocates.
In city job markets where salaries can swing wildly across finance, tech and other high-paying sectors, the expectation and application gaps identified by JobLeads can translate into millions of dollars in lost earnings across entire cohorts of workers. Closing that shortfall will take more than just better corporate talking points. Employers, recruiters and local policymakers will need to treat the job search itself as a key point of intervention, alongside measures such as pay transparency laws and tougher enforcement. If hiring managers start by raising the floor on how roles are structured and paid, the ceiling on what workers actually earn has a better chance of moving up as well.
