Data Career Academy

The Networking Strategy That Beats Job Boards!

Send us Fan Mail [https://www.buzzsprout.com/2523306/fan_mail/new] Vicky Torres sent over 1,000 job applications in 12 months. She got four interviews—every one through referrals. Zero came from job boards. This wasn’t about weak credentials. Torres holds a B.S. in IT and an M.S. in Data Analytics, founded a women-in-tech org, and built real projects. What changed everything: she stopped playing by the old rules. Here's what actually got her hired: She stopped playing by the old rules entirely. Traditional job hunting advice tells you to polish your resume, tailor applications, and apply consistently. Torres did all of this religiously.  The result? A 0.4% callback rate. Her applications disappeared into what she calls "the void." No feedback. No rejections. Just silence.  This isn't unique to Torres. Her entire graduate cohort experienced the same pattern. The job market had fundamentally shifted, but the advice hadn't caught up. Torres pivoted completely. Instead of fighting the broken system, she built around it through three strategic moves: First, she joined structured communities. COOP, a four-month fellowship program, provided career coaching, networking events, and direct connections to hiring companies.  Second, she approached networking authentically. Rather than transactional "please review my resume" messages, she led with genuine curiosity about people's career journeys. This created real relationships instead of superficial connections. Third, she filled the employment gap strategically. While job hunting, she worked as a substitute teacher through Swing Education and completed the Co-op program. Her resume showed continuous growth and skill development rather than empty months. The breakthrough came when a recruiter found her through Co-op's network. Not through an application she submitted, but through a referral system that bypassed traditional filters entirely. Torres landed her current role as Associate Media Planner. The title doesn't include "analyst," but the work absolutely does. She uses data analytics daily: analyzing campaign performance, building client recommendations with statistical backing, and storytelling through data visualization.  This reveals a critical insight about modern job searching. The work you want to do exists across many role titles. Torres was initially tunnel-visioned on positions with "analyst" in the name, missing opportunities where analytical skills were essential but not explicitly labeled. What separated Torres from others in her situation wasn't superior credentials or better luck. It was her response to failure. When traditional applications stopped working after two months, she immediately sought alternatives. She joined communities, attended virtual networking events, and built genuine professional relationships.  This mindset came from her background as a first-generation college student.  She actively sought mentors, career coaches, and peer networks that could fill knowledge gaps. The result was a systematic approach to professional development that continued even during unemployment.  Torres now helps others navigate similar journeys through LinkedIn mentoring and mock interviews. Her advice centers on three immediate actions: Join structured networking programs Approach networking as relationship building Fill employment gaps with strategic activities The job market has changed permanently. The strategies that worked five years ago no longer apply. But new pathways exist for those willing to abandon outdated approaches Your next interview likely won't come from your next application. It will come from your next genuine Support the show [https://www.buzzsprout.com/2523306/support]

Data Interviews: Curiosity Beats Credentials!

Send us Fan Mail [https://www.buzzsprout.com/2523306/fan_mail/new] Matt Brattin, former CFO and 20-year corporate veteran, shares insider perspectives on data analytics hiring from the decision-maker's side. He reveals what truly sets candidates apart, common misconceptions about the interview process, and actionable strategies for standing out in today's competitive job market. Key Insights The interview isn't adversarial - Hiring managers want you to succeed. They wouldn't bring you in to waste time; they're genuinely considering offering you the position and want to find the right fit. One solid answer can change everything - Even if you stumble early, interviews aren't over in the first 20 seconds. Discussions happen after you leave, and a memorable insight can completely shift the conversation in your favor. Curiosity trumps credentials - The most important trait is genuine curiosity, demonstrated by engaging in real conversation rather than just answering preset questions. [05:45] The Power Dynamic Shift Matt emphasizes approaching interviews with confidence: "I don't need this job. Tell me why I should come work here... it totally flips the power dynamic."  [12:30] Taking Interviewers Off Script Key tactic: Follow your answers with questions or insights that lead the conversation beyond standard scripts. This forces interviewers to pay attention and remember you. [18:15] The Curiosity Factor "Curiosity is the easiest one to point to... somebody who actually wants to talk to me and not just answer questions." Show interest in the business, not just the role. [25:40] LinkedIn as Interview Prep Critical insight: "I'm more likely to have your LinkedIn up than your resume in front of me." Hiring managers research candidates and look for conversation starters beyond basic qualifications. Red Flags/Green Flags [20:10] What Kills Your Chances * Victim mentality or "us vs. them" attitude * One-word answers showing disinterest * Coming unprepared with zero questions [28:50] What Makes You Memorable You need to be "the chocolate guy" or "the horse girl" - something that makes you stand out in post-interview discussions. Without a memorable element, you won't be part of the final conversation. [35:20] Go Beyond Surface Level Matt's advice: Enter with a mission to learn something specific about the business - their BI tools, database systems, or revenue model. This demonstrates forethought and genuine business interest. The golden rule: "Go in with an objective that's beyond the interview... make it your mission to get answers to those questions because it demonstrates that this person had a little bit of forethought." [38:45] Questions That Actually Matter Don't ask generic culture questions. Instead, focus on understanding how the company makes money, what they sell, and how they operate. Approach it like your first day orientation, not an interrogation. [08:30] AI Job Market Truth While the current market feels tough due to AI fears and corporate efficiency pressures, Matt believes this is cyclical: "We will find more ways to be useful and to need resources... anybody with technical skills, particularly analytical skills, will be in demand." Action Items for Job Seekers * Research beyond the job description - Understand the business model and revenue streams * Prepare conversation starters - Have insights that take the interview off script * Develop your memorable element - What makes you "the [something] person"? * Practice conf Support the show [https://www.buzzsprout.com/2523306/support]

Open Calendar, Get Hired!

Send us Fan Mail [https://www.buzzsprout.com/2523306/fan_mail/new] Episode 08: From Math Classroom to Healthcare Analytics with Megan McKay What happens when a math instructor asks, “Where can I take the math?” For Megan McKay, the answer was analytics, intentional networking, and a referral that led to Blue Cross Blue Shield of South Carolina. In this episode, Megan unpacks her pivot from teaching undergrad math to landing a newly minted analyst role, including the exact steps, surprises, and lessons that moved her from “spray and pray” to strategic. Megan holds a master’s in applied mathematics from the University of South Carolina, taught 100-level courses for three years, and built a new class called Mathematical Concepts for Data and Analytics to support USC’s data analysis degree. That work pulled her into the analytics world, where she completed the Google Professional Data Analytics Certificate, joined Avery Smith’s Data Analytics Accelerator, built projects, and rebuilt her resume and portfolio. The job that stuck started with a referral. Megan applied during a short posting window, confirmed salary with the recruiter, and completed two interviews that leaned behavioral with light scenario thinking. No live coding, but lots of communication, problem framing, and clarifying definitions in a regulated domain. She also shares a clean follow-up move that preceded her offer call by a couple of hours and a look at week-one onboarding in healthcare, from HIPAA to business language and acronyms. You’ll learn: * How a teacher translated math skills into business outcomes and analytics stories * Why pausing applications to level up projects and portfolio can raise your hit rate * A simple “open calendar” coffee-chat experiment that produced 15 calls in two weeks and a stronger network across multiple countries * How referrals cut the line without guaranteeing the job, and why vibe and clarity still win the room * Smart follow-up timing after “you’ll hear soon” * What early onboarding looks like in a healthcare analytics role Tactics to steal: * Clarify terms, baselines, and success criteria before proposing solutions * Post with intent on LinkedIn and send personal connection messages * Make it easy for people to talk with you using a limited Calendly window * Shift time blocks as you progress: upskill early, then lean into applications and networking * Pick a lane when you can, and let strong referrals open doors you can grow into Connect with Megan on LinkedIn. Her portfolio and Tableau Public are accessible through her profile and resume. She keeps messages open and welcomes thoughtful conversations if you want to try the open calendar idea yourself. For more on closing the gap between job seekers and hiring authorities, visit themajordata.com or join the Data Career Academy community on LinkedIn. Support the show [https://www.buzzsprout.com/2523306/support]

The Only Job Hack Is Being Qualified

Send us Fan Mail [https://www.buzzsprout.com/2523306/fan_mail/new] CLEARED INTEL RECRUITING WITH NAVY VETERAN MARISOL MALONEY Navy veteran and former Nurse Corps officer turned intel professional and recruiter, Marisol Maloney joins Albert to pull back the curtain on cleared hiring. From must have requirements to ATS myths, she explains exactly how veterans and career changers can position themselves for success. Marisol also runs Secret Squirrel Consulting LLC, where she coaches veterans on resumes, LinkedIn, and transitions. What you’ll learn * When cleared roles really require 100 percent of the must haves and when 80 percent can still work * How knockout questions in applications trigger instant rejections * Why tailoring beats tricks like pasting the JD in white font * How to translate military experience and avoid over scrubbing intel work * The right way to use LinkedIn so recruiters actually call you * Interview prep that wins offers: STAR storytelling, humility, and self awareness * Smart use of certs and training for project management, cyber, and intel paths * How to track applications and versions so you are ready when the call comes * Ghosting clarified: what it is and what it is not * Veteran specific tips on clearances, polys, relocation, and post service reset Highlights * Marisol’s path: emergency nursing officer to intel, to speechwriter for a four star, to analyst, then recruiter. * Why she started Secret Squirrel Consulting and how coaching led to a client getting an interview and offer in days. * Cleared hiring reality: read the job description closely. Many DoD contracts require the clearance level, degree, and years of experience as written. * Knockout mechanics: application questions like Do you have a TS SCI with poly can auto reject. * Tailoring example: if a JD wants hot dog experience, show the metric for hot dog outcomes. Swap to hamburger for the next role. * ATS myth busting: keyword graders and white text tricks are not the win. Being qualified and clearly communicating it is. * Recruiter screen value: it fills gaps a resume misses and lets an advocate push you forward. * Interview fails to avoid: arrogance, winging it, claiming you never failed your team, not knowing your own resume. * Application strategy: fewer targeted applications beat 2000 spray and pray submissions. Track every JD and the exact resume you used. * Certifications: choose what JDs repeatedly ask for. Do not collect certs you will not use. * Veteran transition: take care of health, research roles, do informational interviews, and be realistic about market pay and doer vs leader expectations. * Location tradeoffs: clearances often tie to place. Be ready to relocate or pivot to non cleared work if needed. * Networking and follow ups: engage with recruiters’ content, ask good questions, and follow up even after rejection. Resources mentioned * Onward to Opportunity * Vets in Tech * Vets2Industry * ACT NOW Education * Coursera and similar low cost learning options About Marisol (3) Marisol Maloney | LinkedIn [https://www.linkedin.com/in/marisol-maloney/] Calendly - 🐿 Secret Squirrel Consulting 🐿 [https://calendly.com/secretsquirrelconsultingllc] Connect with Data Career Academy * Site: themajordata.com * Join the LinkedIn group for free resources and first looks at new projects. Support the show If this episode helped you, share it with a veteran or job seeker, subscribe in your favorite podcast app, and leave a quick rating so more people can find the show. Thanks f Support the show [https://www.buzzsprout.com/2523306/support]

Sailing into a Job with Navy Data!

Send us Fan Mail [https://www.buzzsprout.com/2523306/fan_mail/new] Breaking into analytics isn’t easy—especially fresh out of school. In this episode of the Data Career Academy Podcast, I sit down with Aidan Karmazinski, now a Financial Analyst with NAVFAC (Naval Facilities Engineering Systems Command), to hear how he went from applying everywhere with little success to landing a role with the U.S. Navy. Aidan walks us through his journey: growing up in Maryland, studying business and accounting at Greensboro College, discovering analytics, and pursuing a master’s in Business Analytics at the University of North Florida. Like many new graduates, he started his job hunt with the “spray and pray” method—submitting endless online applications with little to show for it. After weeks of frustration, he changed course, asked for help at UNF Career Services, and discovered the power of in-person connections. That decision paid off. At a career fair, Aidan struck up an hour-long conversation with the hiring manager who would become his boss. The discussion flowed naturally, mixing analytics ideas with real-world problem-solving and even a shared love of lacrosse. It turned into the opportunity that launched his career. In this episode, Aidan shares what he learned about refining his job search, balancing technical and soft skills, and why face-to-face conversations reveal more than résumés or Zoom calls ever could. He also opens up about the challenges of starting out—like being humbled in technical interviews, figuring out which skills truly matter, and learning to provide insights that go beyond simply pulling reports. Along the way, we talk about: * Why changing tactics is better than doubling down on what isn’t working * How to prepare for interviews without overselling skills you can’t defend * The difference between “qualified on paper” and “the right fit” * Using extracurriculars to show leadership and discipline (and why it worked for him) * The importance of daily value creation: success at work is always rented, never owned Aidan also highlights NAVFAC’s Financial Management Career Program, which gave him the chance to rotate through contracting, HR, budgeting, and analytics, and how those experiences accelerated his learning. On the personal side, he plugs his parents’ nonprofit, HHI Incorporated, which helps adults with special needs find employment—including his brother Alex, who has thrived thanks to the program. If you’re an early-career data professional—or just feeling stuck in the job hunt—you’ll find practical lessons, encouragement, and a reminder that the right opportunity often comes from human connection, not endless online applications. For more episodes and resources, visit themajordata.com or join my LinkedIn group for first looks at what I’m working on. Semper Fidelis,  Albert Bellamy Support the show [https://www.buzzsprout.com/2523306/support]