Latest / The Career Change Podcast with Fexingo: Switching Fields, Bootcamps, and Reskilling / How Bootcamp Grads Can Leverage AI Tools in Job Searches
Transcript
- Lucas: So you've finished a coding bootcamp. You've got a shiny certificate, a few projects on GitHub, and you're applying to jobs. But so is everyone else in your cohort, plus a few thousand other bootcamp grads from the last six months. The question is — how do you stand out? Luna: Right, and the answer might actually be sitting right in front of you: AI tools. Not just to learn code, but to transform how you search for jobs and present yourself. Lucas: Exactly. In May 2026, AI proficiency is almost expected. A lot of employers are assuming you can use tools like ChatGPT or Claude to assist with code. But the real differentiator is using AI strategically throughout your job search. Luna: Let's get specific. What's the first thing a bootcamp grad should do differently? Lucas: Start with the resume. I'm not talking about having AI write your resume from scratch — that's obvious and often sloppy. I mean using AI to tailor your resume to each job description. You paste the job posting and your resume into a tool, and ask it to identify the keywords and skills that align. Then you manually adjust your resume to reflect those. Luna: So it's like a smart highlighter for your experience. That makes sense because applicant tracking systems — the software that scans resumes — are still keyword-driven. Lucas: Exactly. One bootcamp grad I spoke to, a former retail manager who transitioned into a data analyst role at a mid-size logistics firm, told me she used AI to tweak her resume for each of the 40 jobs she applied to. She said it took her from a 5 percent callback rate to about 20 percent. Luna: That's a huge jump. What about cover letters? I've heard mixed things — some say they're dead, others say they still matter. Lucas: Cover letters are not dead, but the old template of 'I am writing to express my interest' is. AI can generate a first draft that's highly specific to the company and role. But you have to edit it heavily — add a personal story, mention a specific project you did that's relevant. That's where the human touch matters. Luna: So AI gives you a head start, but the final product has to sound like you. I like that. Lucas: Exactly. And here's another angle: using AI to generate project ideas for your portfolio. A lot of bootcamp grads build the same projects — a weather app, a to-do list, a blog. Those don't stand out. But if you ask an AI tool something like 'What are three data analysis projects related to supply chain logistics that would impress a hiring manager?' you get creative, domain-specific ideas. Luna: That's smart. You're basically using AI to brainstorm, then you build it yourself. It's not cheating — it's leveraging a tool. Lucas: Right. And you can even use AI to help you structure your project: 'What are the key questions I should answer with this dataset? What visualizations would be most impactful?' It's like having a senior developer mentor you without the hourly rate. Luna: We should talk about the elephant in the room though: some employers might look down on AI use. How do you navigate that? Lucas: It's a valid concern. But I think the key is transparency. In your portfolio or on your resume, you can mention that you used AI as a productivity tool. Something like 'Leveraged AI to accelerate exploratory data analysis' or 'Used ChatGPT to generate initial code scaffolding.' That actually signals that you're efficient and aware of modern workflows. Luna: So it becomes a selling point rather than a crutch. That's an important nuance. Lucas: And there's one more area where AI can be a game changer: interview preparation. Technical interviews can be nerve-wracking, especially for career changers. You can use AI chatbots to simulate coding challenges or whiteboard sessions. Ask it to act like a senior engineer and give you feedback on your solution. Luna: Yeah, I've seen people do mock behavioral interviews with AI too. It asks you 'Tell me about a time you had a conflict with a teammate' and you practice your answer, then it gives you feedback on structure. Lucas: Exactly. The key is to treat the AI like a coach, not a cheat sheet. You still need to understand the concepts. The AI just helps you refine your delivery and identify gaps. Luna: Let's talk about the bootcamp grad I mentioned earlier — the one who used AI to tailor her resume. Did she also use AI for interviews? Lucas: She did. She told me she spent two weeks using an AI tool to practice SQL and Python coding questions. She'd ask the AI to generate problems at the level of the companies she was targeting — not just easy ones, but intermediate and hard. She said by the time she had her final interview, she'd seen maybe 50 different question types. Luna: That's intense. But it worked. Lucas: It did. And she also used AI to research the company's tech stack before interviews. She'd ask 'What are common technical challenges for a logistics company using Python and PostgreSQL?' Then she'd study those areas. Luna: It sounds like AI is becoming an essential part of the job search toolkit. But I wonder — is there a risk that everyone starts doing this and it becomes table stakes? Lucas: Absolutely. In fact, I'd argue that in May 2026, not using AI is becoming a red flag. Employers expect you to be fluent with these tools. The differentiation comes from how creatively and ethically you apply them. Luna: Right, and also from your actual skills. AI can't replace your ability to think critically or communicate clearly. Lucas: Exactly. And that's where the bootcamp experience still matters. A bootcamp teaches you how to learn, how to debug, how to work in teams. AI can amplify those skills, but it doesn't replace them. Luna: Let's talk about ethics for a second. Is there a line? For example, using AI to write code during a take-home assignment that you then submit as your own? Lucas: That's a hard no. Most companies have policies against that. They want to see your thought process. If you use AI, you should be transparent about it. Some companies even ask you to explain your code in a follow-up interview, so if you can't, you're caught. Luna: So the rule is: use AI to learn and prepare, but not to impersonate. Lucas: Exactly. And I think bootcamps themselves are starting to teach this. I've seen curricula that include modules on 'ai assisted development' where students learn to use AI as a pair programmer. That's the right approach. Luna: One more practical tip: how do you decide which AI tools to use? There are dozens out there. Lucas: Start with the most common ones: ChatGPT, Claude, GitHub Copilot. They're free or low-cost. For resume tailoring, you can use any of them. For coding practice, I'd recommend something like Cursor or Copilot because they integrate with your editor. The specific tool matters less than your willingness to experiment. Luna: And don't forget to check your bootcamp's alumni network. Some have partnerships with AI tools or offer discounts. Lucas: Good point. So to sum up: AI can help you tailor your resume, generate cover letters, brainstorm portfolio projects, practice interviews, and research companies. But the core skills — problem-solving, communication, critical thinking — are still yours to build. Luna: And if you're listening and thinking about making a career change, this is a hopeful message. The barrier to entry is lower if you can use AI strategically. Lucas: Exactly. If we've helped you think through a career move or decision, and you'd like to support the show, you can do that at buy me a coffee dot com slash fexingo. It's a simple way to keep this podcast ad-free and focused on practical advice. Luna: Yeah, we really appreciate that. Every bit helps us keep bringing you conversations like this. Lucas: Now, back to the job search. One final tactic I want to mention: after you land an interview, use AI to prepare questions to ask the interviewer. Asking smart questions shows you're engaged and have done your homework. Luna: That's a great closing tip. So to all the bootcamp grads out there: embrace AI, but own your skills. Thanks for listening.