Latest / The Career Change Podcast with Fexingo: Switching Fields, Bootcamps, and Reskilling / How Bootcamp Grads Can Break Into Legal Tech
Transcript
- Lucas: So Luna, we've been doing this whole series on bootcamp grads breaking into different industries, and one that keeps coming up in conversations with hiring managers but we haven't touched yet is legal tech. Luna: That's true. We've done everything from insurtech to sports tech, but legal tech feels like one of those quiet corners of the tech world that a lot of people overlook. Lucas: Right. And I think it's worth digging into because legal tech is actually having a moment. The global legal technology market was estimated at around twenty-three billion dollars in 2025, and it's projected to grow at a compound annual growth rate of about eight or nine percent through the next decade. That's a lot of room for people who can build and maintain these tools. Luna: And it's not just shiny startups. Even traditional law firms are hiring technologists now. I was reading about a mid-sized firm that hired a full-stack developer just to work on their internal document management system. Lucas: Exactly. And that's the kind of opportunity that bootcamp grads can realistically go after. You don't need a law degree. You need practical skills and a willingness to learn the domain. So let's talk about what legal tech actually looks like on the ground, and then how someone with a bootcamp background can get their foot in the door. Luna: Let's do it. Because I think a lot of listeners might be picturing a courtroom and thinking, where's the tech in that? Lucas: Well, that's the thing. The legal industry is paper-heavy and process-heavy, and that's exactly where software can make a huge difference. The most established legal tech category is e-discovery. That's the process of identifying, collecting, and producing electronically stored information in response to a legal request. Lawsuits can involve millions of documents, and teams use software to sift through them, flag relevant ones, and apply privilege rules. It's a massive data problem. Luna: And e-discovery companies hire engineers, data scientists, and even people who just know how to write scripts to automate parts of the workflow. It's not all rocket science. Lucas: Right. And then you've got contract analysis. Think about a company like a major bank that might have hundreds of thousands of active contracts. Manually reviewing those to find a particular clause is a nightmare. So teams build tools that use natural language processing to search, extract, and compare the language in contracts. A bootcamp grad who's good with Python and knows a little bit about machine learning can definitely contribute to those projects. Luna: And then there's the newer wave of legal AI research tools. Things like systems that can generate memos or flag potential issues in a legal brief. I've seen some pretty impressive demos, though I'm still a bit skeptical about accuracy. Lucas: That skepticism is healthy, and it's actually part of why legal tech teams need good engineers. The models aren't perfect, and someone has to build the guardrails. But let's not get too deep into the AI weeds. The point is that legal tech is a real, growing sector with a range of roles that aren't just 'lawyer but with a laptop.' Luna: So what are the actual job titles a bootcamp grad should search for? I'm guessing 'legal software engineer' isn't the standard phrase. Lucas: Good question. You'll see titles like 'legal technologist,' 'e-discovery analyst,' 'contract management specialist,' 'litigation support engineer,' or 'legal operations analyst.' Sometimes it's just 'software engineer' at a legal tech company. The key is to search for 'legal tech' or 'legal operations' and see what comes up. Luna: I've also seen 'legal data analyst' on job boards. That seems like a natural fit for someone who's done a data analytics bootcamp. Lucas: For sure. And here's a concrete example that I think illustrates the path. There's a paralegal I came across who worked at a personal injury firm for five years. She was the person who manually went through thousands of PDFs for discovery. She decided she'd had enough, and she took a six-month Python bootcamp on weekends. Within a year, she was building scripts to automate the document intake process at the same firm. She didn't even have to switch employers. She just used her domain knowledge and her new coding skills to solve a problem she'd lived with. Luna: That's such a smart angle. She already understood the pain points, so she could build something practical, not just a toy project. Lucas: Exactly. And that story gets at something important: legal tech employers don't necessarily expect you to know the law, but they do value people who understand how legal work actually happens. If you've worked in a law firm or any legal-adjacent office, lean into that experience. If you haven't, you can still learn a lot by reading about legal processes and talking to people who work in the field. Luna: So what are the core technical skills that really matter? I'm assuming it's not just a single language. Lucas: Python is the big one. It's used for scripting, data analysis, and a lot of the natural language processing work that powers contract analysis and e-discovery. SQL is another must-have because you're often dealing with structured data from document databases. And having some familiarity with cloud platforms like AWS or Azure helps, because a lot of legal tech is deployed on those. Basic knowledge of machine learning libraries, like scikit-learn or spaCy, is a nice differentiator. Luna: And what about soft skills? I imagine being able to talk to lawyers without getting intimidated is pretty important. Lucas: That's huge. Communication is probably the most underrated skill in legal tech. You'll be working with lawyers who aren't technical, and you need to explain what the software can and can't do in plain language. That's something bootcamp group projects can actually prepare you for, if you're thoughtful about it. Luna: I've also heard that legal tech companies are pretty open to remote work. Is that true in your experience? Lucas: Generally, yes. Legal tech was actually ahead of the curve on remote work, even before the pandemic. A lot of the major players in e-discovery and contract analytics were built as distributed teams. So that's a plus for people who want flexibility. But it also means you need to be proactive about networking, because you might not be sitting next to a senior engineer who can mentor you. Luna: Speaking of networking, how does a bootcamp grad actually get noticed in such a niche field? It's not like there are hundreds of legal tech meetups in every city. Lucas: That's true, but it's also an opportunity. Because it's niche, the community is small and accessible. Start by following legal tech influencers on LinkedIn and Twitter. Engage with their posts. Many of them are happy to chat if you're genuinely curious. There are also virtual conferences like the Legal Tech Conference or CLOC, the Corporate Legal Operations Consortium. You can attend some of those sessions and see what problems people are talking about. Luna: And then use that knowledge to build a portfolio project that addresses a specific pain point. Like, maybe you build a simple contract clause extractor using Python and spaCy, and you post the code on GitHub. Lucas: Yes, that's exactly the kind of thing that gets you noticed. You don't need to build the next big e-discovery platform. You just need to show that you can take a legal problem and build a small tool that solves it. That proves you're not just a coder, you're someone who can understand the domain. Luna: Let's talk about the money side for a second. Are bootcamp grads in legal tech looking at decent salaries, or is it one of those fields where you take a pay cut for the 'interesting work'? Lucas: From what I've seen, salaries are competitive with general software development. Entry-level roles might start around seventy-five to ninety thousand dollars, and with a few years of experience, you can get into six figures. Legal operations analysts at big firms can earn even more. The legal industry has deep pockets, and they pay for efficiency. Luna: That's reassuring. And it's not like you're confined to one path. You could start in e-discovery and move into product management, or go from contract analytics into a solutions architect role. It's a good foundation. Lucas: Exactly. And that's the thing about legal tech — it's still a relatively young field, so there's room to define your own trajectory. But I also want to address a common misconception: you don't need to be a lawyer to work in legal tech. In fact, some legal tech companies prefer people with a tech background because they approach problems differently. Luna: And you don't need to have gone to a prestigious university either. Bootcamp grads often bring a practical, get it done mindset that fits well in legal tech, where the work is often about solving concrete problems under tight deadlines. Lucas: That's a good point. And with the rise of AI in legal, there's more need than ever for people who can build and maintain those systems. It's not going to replace the need for skilled professionals; it's going to create new roles. Luna: So if someone is listening and thinking, this sounds up my alley, what's the first step they should take this week? Lucas: I'd say spend a few hours researching the landscape. Read up on e-discovery and contract analysis. Look at job descriptions to see what skills are actually being requested. Then pick a small project that aligns with those skills. Maybe build a simple tool that extracts dates and parties from a contract PDF. Just something to show you've started. Luna: And reach out to one person who works in legal tech on LinkedIn. Just a polite message saying you're exploring the field and would love to hear about their experience. Most people say yes to that. Lucas: That's a great point. And speaking of supporting the show, if you've gotten value from these career episodes and you'd like to help keep the podcast ad-free, you can support us at buy me a coffee dot com slash fexingo. That's a big help for us, and we really appreciate it. Luna: Yeah, it's a small way to say thanks, and it makes a real difference for the time we put into research and prep. Lucas: So, back to legal tech. I think one more thing worth mentioning is that don't be afraid to start in a non-technical role if that's what it takes. Plenty of people get their foot in the door as a legal project manager or a paralegal, and then transition into the tech side once they're inside. Luna: That's a good point. It's often easier to move sideways than to jump straight into the middle. And you learn the domain along the way, which is valuable. Lucas: Right. And the legal tech community is generally welcoming to people from non-traditional backgrounds. They know that the best engineers are often the ones who are curious about the 'why' behind the code. So if you have that curiosity, you're already halfway there. Luna: Alright, so we've covered the landscape, the skills, the job titles, and the first steps. Anything else you want to leave our listeners with? Lucas: Just that legal tech is a field where you can build a career that's both technically challenging and genuinely meaningful. You're helping make the legal system more efficient and accessible. That's something to feel good about. And if you're a bootcamp grad who's been feeling like all the good tech jobs are in the same few places, legal tech is a reminder that there are interesting opportunities in unexpected corners. Luna: Well said. And if you've ever dealt with a legal document, you know how much room there is for improvement. So there's definitely a need.