Regressive Taxes as Technical Certs
How the working class pays for the privilege to study Big Tech
For many years now, I have opted out of the technical certification ecosystem, quietly. I shied away from talking about it, because its almost impossible to throw a stone and not hit a colleague who spent time, money, and sweat to obtain one (present company included). And I can’t fault anyone; Big Tech has developed an entire industry built on folks getting certificates in specific software products, and it can be a leg up in getting a job or a foot in the door for someone changing career paths. My issue has never been with the concept, only the execution. Why is it that Google, Microsoft, and the rest of them feel the need to create a gatekeeping tax on working/aspiring professionals?
Economic Coercion
These programs don’t just test “skills” (if the marketing is to be believed), they monetize aspiration. Most individual exams cost hundreds of dollars and are often daisy chained into a title that requires multiple exams just to capture any of the benefits. That is to say nothing of the fact that they often expire, requiring a refreshed exam periodically, for an additional fee. On top of that, add costs for study materials, practice tests, or training courses. For someone starting out or transitioning careers, the combined burden is significant. In effect, these certifications function less like neutral proof of ability and more like a regressive tax on ambition: the less you have, the costlier it is to get in.
The inequity becomes even more striking when you consider that Big Tech routinely provides the same courses and certification pathways for free to their own employees and customers. Inside these companies, skill development is treated as an investment. Outside, it’s merely another revenue stream. This duality actively widens the workforce divide, privileging those already inside the ecosystem while forcing aspirants to pay simply for a chance at entry. Certifications stop being neutral markers of ability and quickly degrade into blunt tools used to reinforce class and economic barriers under the guise of professional development.
Vendors also structure certifications to keep candidates locked into their ecosystems: purchasing proprietary training, renewing or retaking exams, and adopting platform-specific workflows. Microsoft, for example, bundles “Exam Replay” retake packages that encourage repeated spending. Certifications are marketed as “must-haves” for roles, even when the actual skill being tested is narrow or platform-specific.
However, cheaper or free alternatives exist do exist: open-source tools, self-study programs, and community resources. But these often carry less weight, if any, in early-stage hiring practices, reinforcing the idea that only those who can pay the Big Tech price are truly “qualified.” I’ve personally learned far more from my open source work than from any certification, despite it being a less impressive CV line item for many would-be readers.
This combination of high cost, mandatory recertification, and ecosystem lock-in raises the overall cost of entry into tech careers and functions effectively as a financial barrier on the “working class” aspirants. It’s coercive, extractive, and increasingly difficult to justify under the guise of professional development.
What a More Fair System May Look Like
The good news is, things are actually trending in a better direction already. Companies like Google, while still maintaining the classic approach to certifications, are partnering with the likes of Coursera, Khan Academy, and more to make training more affordable, available, and accessible. Often times this comes in the form of a subscription to content and exams, which gives users much more control over cost and assessment scheduling. These subscriptions tend to be information-heavy, and not require extra lessons or exam prep materials at further cost. And, many are now offering introductory free skills training courses at the 101 and 102 levels.
Organizations like edX are partnering with well established universities and colleges (Georgia Tech, RIT) to offer technical courses that not only net a certificate, but also earn you real graduate level course credits at institutions. While the validity, or weight of collegiate education is an entirely other (and much deeper) topic, I believe there is still inherently a higher value proposition than just a PDF from Google, if only because college certificates conveniently tend to lack an expiration date on them.
So, where do we go from here? I’m an armchair expert, but here’s some things that might help:
Transparent pricing: being transparent about why a online exam costs what it does, with a breakdown of costs, just like TicketMaster is required to do
Join the boycott! By refusing to participate in the system, we can begin to change it!
Do the work to improve hiring practices for technical roles that all too often rely on buzzword heuristics, instead of humanism and well thought out job role requirements.
If its going to be expensive, make it worth it. A Micromasters from edX won’t be for everyone, but there may be more value and knowledge to be squeezed from alternatives at large.
Conclusion
Certifications aren’t inherently classist, or bad. When done right, they can validate skill, be an effective learning avenue, and open doors. But that isn’t how they most often pan out in reality. Technologists are locked into a system that monetizes ambition and sells the illusion of meritocracy for $99 + $49 retakes.
If a certification is the yard stick by which we aim to measure one’s capability, then the price tag should at least somewhat reflect the cost of the evaluation, not serve as a gated checkpoint for career progress. And until that changes, I’ll continue to take a polite pass on all of that ilk.
There’s still room to fix this. Transparent pricing, meaningful content, and free, low-cost, or subsidized access for those who don’t have a sugar-employer footing the bill. The tidal wave of AI, I believe, has already forced a more democratic bend to this type of information dissemination - these companies have been, and will continue to invest in future workforce generations being digital natives and AI-proficient. Conversely, they also have little incentive to bend to the will of anyone but themselves.
So my hope is ultimately tempered by the reality that often times Doing the Right Thing happens when it is convenient, far from consistently. Hope is fine, but pressure is better. I’m not sure we can all collectively wait for altruism, we have to keep insisting on a fairer system ourselves.
Disclosure
In the spirit of transparency, here are the certifications I obtained (at the cost of then-employers) in the past:
M102: MongoDB for DBAs on 11/12/2014
461: Microsoft Certified Professional on 1/20/2015
462: Administering Microsoft SQL Server 2012/2014 Databases on 7/15/2015
edX: MicroMasters in Analytics: Essential Tools and Methods on 8/1/2020
9 credits earned at Georgia Tech
This article comes at the perfect time, your insights on these certification schemes as a regressive tax on ambition are incredibly sharp and articulate alot of what many of us feel. I'm curious, how do you envision a more equitable system for skill validation, particularly when considering the diverse talent pool and the gatekeeping effect on new entrants?