Latest / The Comeback Career Podcast with Fexingo: Returning After a Gap, Stay-at-Home Re-Entry / How a Career Gap Helped One Parent Return as a Data Analyst
Transcript
- Lucas: Luna, I want to talk about someone who took a seven-year career gap and came back as a data analyst. Not just any analyst — she landed a senior role at a regional health system, and she did it without a boot camp or a degree refresh. Luna: Seven years feels like an eternity in tech-adjacent fields. How did she even get recruiters to look at her resume? Lucas: That's exactly the question. Her name is Maria Chen, and before the gap, she was a marketing analytics manager at a mid-sized retailer. She left in 2019 when her twins were born — planned to take a year, then Covid hit, and suddenly home-schooling and childcare made that year stretch into seven. Luna: So she basically went from managing a team to managing two toddlers and a Zoom schedule. That's a huge context shift. Lucas: Right. But when she started thinking about going back in 2025, the analytics world had changed. The tools she'd used — older versions of Tableau, basic SQL — were still relevant, but the expectations had moved toward Python scripting, cloud-based dashboards, and a lot more emphasis on statistical rigor. So she did something really methodical. Luna: What did she do? Lucas: She spent about eighteen months building what she calls a 'public learning portfolio.' She took free courses — Google Data Analytics Certificate on Coursera, a few edX modules on Python for data analysis, and a LinkedIn Learning track on Tableau. But then she went further: she found publicly available health datasets from the CDC and WHO, and she built dashboards tracking vaccination rates, hospital readmission patterns, stuff like that. Luna: So she targeted a specific industry from the start. That's smart — healthcare analytics is a huge hiring area, and domain knowledge matters more than a perfect resume timeline. Lucas: Exactly. She told me that when she applied for the senior analyst role at Piedmont Health — a regional system in Georgia — the hiring manager said her portfolio was the reason she got the interview. They'd been looking for someone who understood not just the tools, but the context of the data. Her marketing background actually helped there — she knew how to tell a story with numbers. Luna: I love that. But I'm curious about the resume gap itself. Did she list the gap years as 'stay-at-home parent' or did she get creative? Lucas: She used a functional resume format — skills-based, not chronological — and under the gap period she wrote 'Independent Study and Family Management.' Then in the cover letter, she addressed it directly: 'I took a deliberate career break to focus on my family, and during that time I maintained my analytical skills through ongoing education and personal projects.' She said one recruiter told her that kind of transparency was refreshing. Luna: It takes confidence to own the gap that way. Most people try to hide it or minimize it, and that usually backfires. Lucas: Right. And she backed it up with a strong performance in the technical interview. They gave her a case study — a dataset of patient no-show rates, and she had to clean it, analyze it, and present a dashboard. She used Tableau Prep for the cleaning, built the dashboard in Tableau Desktop, and then explained her assumptions. She got the job. Luna: What was the salary like? I'm always curious whether returning parents take a big haircut. Lucas: She went from about ninety-two thousand before the gap to eighty-five thousand starting. So a modest decrease, but she's already had a six-month review and got bumped to ninety-one. She expects to surpass her old salary within eighteen months. And she works fully remote, which gives her flexibility she didn't have before. Luna: That's a pretty good outcome. And it sounds like the gap didn't hurt her — it might have even helped her clarify what she wanted. Lucas: She says the time away gave her perspective. In her old role, she was burning out on fast-paced retail cycles. Now she's working on projects that have a longer horizon — population health analytics, predicting readmission risks — and she finds it more meaningful. Luna: You know, we talk a lot on this show about specific strategies for re-entry, and Maria's story is a great example of how to systematically rebuild your skills and network. If listeners have found these episodes helpful in thinking through their own career moves, it's worth mentioning that listener support is what keeps this podcast ad-free and focused on real stories like this one. A couple of dollars a month at buy me a coffee dot com slash fexingo genuinely makes a difference in keeping the show going. Lucas: Absolutely. We don't run ads, so it's listeners like you who make it possible to spend time on stories like Maria's. And it's just a coffee — no pressure, but it adds up. Luna: Okay, back to Maria. One thing she did that I think is really replicable: she joined a local data analytics meetup. Not just as an attendee, but she volunteered to help organize. That gave her a chance to network with working analysts and managers in her area. Lucas: That's a great point. She told me that through the meetup, she connected with a senior data engineer at Piedmont Health who later became an internal referral. That referral is probably what got her resume past the initial screening. Without it, her application might have been filtered out because of the gap. Luna: So the combination was: targeted portfolio, functional resume, honest framing, and active networking. That's a four-part formula. Lucas: Exactly. And I want to emphasize that the portfolio doesn't have to be fancy. Maria's dashboards were clean but not over-engineered. She used free public data and let the insights speak. One of her projects was a simple analysis of hospital readmission trends by region — bar charts, a heat map, a few key takeaways. It showed she could think like an analyst, not just use the software. Luna: How much time did she spend on the whole process, from deciding to return to accepting the offer? Lucas: About two years total. The first year was just learning and building the portfolio. The second year she started applying, but she was also still working on projects. She said she treated it like a second job — twenty hours a week while her kids were in school. That's a significant commitment, but she structured it around her family schedule. Luna: That's the part that's hardest for a lot of parents — finding the time and energy. But I think the key takeaway is that you don't need a full-time boot camp. You can pace yourself. Lucas: Right. And Maria's story also shows that you don't have to target the exact same role you left. She moved from marketing analytics to healthcare analytics — a shift in industry but not in core function. That's a smart way to leverage your existing skills while opening up new opportunities. Luna: I think there's also a lesson here about confidence. Seven years is a long gap, but she walked into interviews owning it. She didn't apologize for it. That probably came across as self-assured and honest. Lucas: Totally. She told me that in the final round interview, the director asked her, 'What did you miss most about working?' And she said, 'I missed solving problems with data. I never stopped doing it, but I missed doing it on a team.' That's a perfect answer — it shows continuity of passion without pretending the gap didn't happen. Luna: It's a great line. I'm going to remember that. Lucas: So for anyone listening who's thinking about re-entering after a gap, especially in data or analytics, here's what I'd say: start with a specific industry you're interested in, build a portfolio around public data in that space, update your resume format, and find a local meetup or online community. And be ready to talk about your gap as a period of growth, not absence. Luna: And don't underestimate the power of a referral. One conversation at a meetup changed the trajectory for Maria. Lucas: Exactly. Next episode, we're going to talk about another re-entry story — this time in the field of user experience design. That's a field where portfolio matters even more than credentials. Luna: Looking forward to it. Thanks for listening, everyone.