There is no single path into tech. There never was — and that fact is both the most encouraging thing about the field and one of the least well-communicated.
The canonical story — four-year CS degree, internship at a tech company, full-time offer — is real but not representative. The actual population of people who work in tech includes people who studied biology and taught themselves to code at night. People who spent a decade in a different career before pivoting. People who attended bootcamps, completed online courses, contributed to open source projects, or built something on the weekend that became a portfolio piece that became a job offer.
The paths are varied. What they share is the moment of decision — the point where someone looked at the tech industry and decided to find a way in, regardless of what their background said about whether that was possible.
This piece is about those paths. Specifically, the paths taken by women — because the barriers they navigate are real, because their stories are underrepresented in the canonical narrative, and because the women who've broken into tech have developed strategies and perspectives that are genuinely useful for anyone trying to do the same.
The CS degree path — and what it actually teaches you
The traditional path into software development runs through a computer science degree, and for many women in tech, that's exactly the path they took. But the CS degree experience for women is often different from the experience the degree was designed around — and understanding that difference is useful.
Many women who pursued CS degrees describe a similar experience: being in classrooms where they were significantly outnumbered, navigating implicit assumptions about who "naturally" belonged in the field, and developing a resilience that their male counterparts often didn't need to build. The degree was the same. The experience around it wasn't.
What those women often describe gaining isn't just the technical foundation — it's the confidence that comes from succeeding in an environment that wasn't fully designed for them. The woman who finishes a CS degree having navigated those dynamics has developed something beyond algorithms and data structures: the specific toughness of someone who had to work harder to be taken seriously and did it anyway.
That toughness is an asset that doesn't show up on a resume but shows up everywhere in the work.
The career pivot — building on what you already know
Some of the most interesting paths into tech start somewhere else entirely. A nurse who noticed that the hospital's software was causing workflow problems and taught herself to code to understand them better. A teacher who started automating her grading process and discovered she loved the problem-solving. A marketing analyst who got tired of waiting for the engineering team and learned SQL to pull her own data.
What these paths have in common is domain expertise that becomes an asset in tech. The nurse who moves into health tech brings clinical knowledge that most engineers don't have. The teacher who moves into edtech brings pedagogical understanding that shapes how she thinks about user experience. The marketing analyst who becomes a data engineer brings business context that makes her work more valuable than pure technical output.
The career pivot is often framed as starting over — leaving behind years of experience to begin at the bottom of a new field. In practice, the best pivots aren't starting over. They're building on. The skills and knowledge from the previous career don't disappear. They recombine with the new technical skills to create something that a traditional CS path doesn't produce.
The practical path for career pivoters often involves identifying the specific overlap between where they've been and where they want to go. A former teacher doesn't just become "a developer" — she becomes a developer with deep expertise in educational technology. That specificity makes the transition easier and the resulting career more distinctive.
The bootcamp path — intensive, practical, and not for everyone
Coding bootcamps emerged as a response to a real gap: the demand for working software developers was outpacing what traditional degree programs could supply, and many people couldn't spend four years and significant tuition acquiring a CS degree. Bootcamps offered a compressed, practical alternative.
The bootcamp experience varies enormously by program, and the outcomes vary accordingly. The bootcamps that produce strong developers share some characteristics: they're intensive, they focus on practical skills over theory, they emphasize portfolio building over credentialing, and they have strong placement networks that help graduates find jobs after completion.
For women entering tech through bootcamps, the experience often includes a specific version of the imposter syndrome challenge. Bootcamp graduates sometimes encounter skepticism from employers or colleagues who equate "CS degree" with "real developer" — a bias that has weakened as bootcamp graduates have demonstrated their competence in the field, but hasn't disappeared entirely.
The women who navigate this successfully tend to approach it the same way: by building a portfolio that speaks for itself, by being specific about what they know and what they're still learning, and by finding employers and teams that evaluate people by what they can do rather than where they learned to do it.
The self-taught path — the longest road and the most personal
Some women in tech taught themselves — through online resources, through open source contribution, through building projects that nobody assigned and nobody graded. This path is the longest and the least structured, but it produces a specific kind of developer: someone who learned to code because they wanted to build something specific, not because a curriculum told them to.
The self-taught path requires a level of self-direction that other paths don't. There's no cohort, no deadline, no professor to ask when you're stuck. There's just the problem, the documentation, Stack Overflow, and the willingness to keep going when it's hard and nobody is watching.
What self-taught developers often develop is unusually strong problem-solving instincts — because every problem they encountered, they had to solve themselves. They also tend to have strong opinions about what they're building and why, because they chose their learning path based on what they actually wanted to create. That combination of instincts and motivation shows up in the work in ways that matter.
The practical challenge for self-taught developers is demonstrating competence in contexts that default to credential verification. The solution that has worked reliably: build things, make them visible, and let the work speak. A GitHub profile with active, interesting projects is more persuasive than many degrees, for the employers worth working for.
The open source path — contribution as credential
Contributing to open source software has become one of the most effective paths into tech for people whose backgrounds don't include traditional credentials. A contribution to a widely-used open source project is visible, verifiable, and demonstrates real technical competence in a way that a resume entry or a course certificate doesn't.
Women who have used open source contribution as a path into tech describe it as both technically valuable and socially complex. The open source community has historically had significant gender imbalances, and the experience of contributing while female is sometimes different from the experience of contributing while male — more scrutiny, more unsolicited feedback, more of the dynamics that show up in tech more broadly.
The women who have navigated this path successfully tend to recommend starting with smaller, more welcoming projects — the ones that explicitly value diverse contributors and have strong codes of conduct. Building a track record in those contexts creates both technical credibility and a portfolio of contributions that can support a job search in ways that traditional credentials can't.
What the paths have in common
The paths into tech are varied, but the women who've successfully navigated them share some patterns worth noting.
They found specific problems they wanted to solve. The most compelling paths into tech aren't "I wanted to be in tech" — they're "I wanted to build X" or "I wanted to solve Y." The specificity of motivation shapes the learning, focuses the portfolio, and makes the eventual job search more targeted and more successful.
They built things in public. Portfolios, GitHub profiles, side projects, blog posts about what they were learning — the women who broke into tech tend to have a body of visible work that gives potential employers something to evaluate. In a field where credentials are imperfect signals of competence, visible work is the most reliable signal there is.
They found community. The path into tech is easier with people who are on the same path or have already completed it. Mentors, study groups, online communities, women in tech organizations — the women who broke in rarely did it entirely alone. The community provided information, support, and often the specific connection that led to the first job.
They kept going after rejection. The path into tech involves rejection — applications that don't get responses, interviews that don't lead to offers, projects that don't work out. The women who succeeded are the ones who treated rejection as information rather than verdict, who adjusted their approach based on what they learned, and who kept going.
The Women in Tech collection at Code Crushes
At Code Crushes, the Women in Tech collection was built to celebrate exactly the women this article is about — the ones who found their way in, regardless of where they started or how long it took. The ones who are building things right now, in the field they worked to enter, doing work that matters.
Deby is at the center of every design — curious, confident, and celebrating the community of women who belong in tech and know it. The collection is for the woman who just broke in and for the woman who's been here for twenty years and is still building. Both of them have earned it.
Shop the Women in Tech Collection →
Your path is valid
If you're trying to break into tech and your background doesn't look like the canonical story, the most useful thing to know is this: the canonical story is not the only story, and it never was. The field is full of people who got here via paths that didn't exist in any brochure.
Find the specific thing you want to build. Start building it. Make it visible. Find the community of people who are doing the same thing or who've already done it. Keep going when it's hard.
The path you take will be your own. That's not a disadvantage. It's the thing that makes you distinctive once you get here.