I’ve been tracking something uncomfortable at our EdTech startup over the past 18 months, and I need to talk about it openly: We’re creating a two-tier workforce where remote employees face real career disadvantages, even when their performance is identical to in-office colleagues.
Last quarter, I ran our promotion cycle data and saw a pattern I couldn’t ignore. Of the 12 people promoted, 10 were hybrid workers who came into our Atlanta office 2-3 days a week. The 2 remote promotions? Both required me to explicitly advocate for them in the room because “we don’t see them enough to know their impact.”
That phrase haunts me: “We don’t see them enough.”
The Data Is Clear—And Damning
This isn’t just my experience. The research is stark:
- 96% of executives admit they notice in-office efforts more than remote work (YAROOMS, 2026)
- Remote employees are 38% less likely to receive bonuses than on-site workers
- 67% of supervisors perceive remote workers as more replaceable than office colleagues
- 42% of managers admit they sometimes forget about remote workers when assigning tasks
When managers were asked to evaluate hybrid workers without performance data, they rated them 7.7% less likely to be promoted and 7.1% less likely to get raises compared to office-based workers doing the same job.
This is proximity bias, and it’s real.
How This Plays Out in Practice
The mechanisms are insidious:
Meeting dynamics: In hybrid meetings, in-office participants cluster around a conference table with one camera. Remote participants appear in individual boxes on screen. Office workers hear side conversations, read body language, jump into discussions. Remote workers struggle to interject, get talked over, miss context.
Informal networking: The “hallway decisions” haven’t gone away—they’ve just moved to the office kitchen and post-meeting chats. By the time remote workers see the Slack summary, the decision’s already been made.
Task assignment: Managers assign high-visibility projects to people they see regularly. It’s not malicious—it’s human nature. But the result is the same: Remote workers get maintenance work, office workers get the career-making projects.
Visibility theater: I’ve watched remote engineers ship massive features that transformed our product, only to have an office-based engineer get credit because they happened to demo it in person.
Why This Is an Equity Issue, Not Just a Preference Issue
Here’s what keeps me up at night: The people who can work from the office aren’t random.
They’re disproportionately:
- People who can afford to live in expensive urban centers
- People without caregiving responsibilities that require flexibility
- People without disabilities that make commuting difficult
- People who were already in the right city when we went hybrid
When we privilege in-office presence, we’re privileging a specific demographic. And that demographic often doesn’t include women, parents, people with disabilities, or people from underrepresented backgrounds.
At my previous company (a major tech firm), I saw talented engineers—disproportionately women and people of color—opt for remote roles because of caregiving or cost-of-living constraints. Then I watched them get passed over for promotions because they “weren’t visible enough.”
We’re recreating the exact privilege structures we claimed remote work would dismantle.
What We’re Doing About It
At our startup, I’ve implemented several interventions:
1. Output-based evaluations
Performance reviews now require managers to cite specific deliverables, project impact, and collaboration quality. “I see them around the office” is not valid evidence of performance. We evaluate on value creation and customer outcomes, not visibility.
2. Rotating meeting schedules
No timezone or work mode gets systematically disadvantaged. If Monday morning works for the office, we rotate to Thursday afternoon next sprint so remote workers on the West Coast get prime time too.
3. Async-first documentation
Every decision, every context, every rationale gets documented in Notion. If it’s not written down, it didn’t happen. This levels the playing field—remote workers have the same information as office workers.
4. Intentional virtual facetime
Remote team members get 1:1s with executives, present at all-hands, lead demos. We design visibility, we don’t let it happen by accident.
5. Quarterly bias audits
We track promotions, raises, and high-visibility project assignments by work mode. When we see disparities, we investigate and course-correct.
The results? Our promotion gap dropped from 15% to 8% in six months. It’s not solved, but it’s improving.
The Hard Question
Here’s what I’m wrestling with: Are we actually solving this, or are we just accepting it as “the new normal”?
50% of employees still believe “face time” is necessary for career advancement. And honestly? In many companies, they’re right. The bias exists, so the belief is rational.
But is this the future of work we want? Where hybrid work means flexibility for the company (access to broader talent, lower real estate costs) but career risk for employees?
71% of knowledge workers believe hybrid work should be a right, not a privilege. But if exercising that right costs you promotions, bonuses, and career opportunities, is it really a right?
What Are You Doing to Level the Playing Field?
I know I’m not alone in seeing this. Other engineering leaders—what interventions are working at your companies? What metrics are you tracking? How do you combat proximity bias when some of it is unconscious?
And for remote/hybrid employees—what signals tell you whether a company actually supports remote careers, versus just tolerating them?
This isn’t about remote versus office. This is about intentional organizational design that creates equity, not just flexibility.
Are we building that? Or are we just recreating in-office privilege with a Zoom backdrop?