<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0" xmlns:itunes="http://www.itunes.com/dtds/podcast-1.0.dtd" xmlns:googleplay="http://www.google.com/schemas/play-podcasts/1.0"><channel><title><![CDATA[Building The Talent Machine]]></title><description><![CDATA[Building The Talent Machine]]></description><link>https://www.buildingthetalentmachine.com</link><image><url>https://substackcdn.com/image/fetch/$s_!YB5g!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F353bfeb0-bd38-48a6-9a94-8843d8378440_1280x1280.png</url><title>Building The Talent Machine</title><link>https://www.buildingthetalentmachine.com</link></image><generator>Substack</generator><lastBuildDate>Mon, 20 Apr 2026 00:49:03 GMT</lastBuildDate><atom:link href="https://www.buildingthetalentmachine.com/feed" rel="self" type="application/rss+xml"/><copyright><![CDATA[Building The Talent Machine, Inc.]]></copyright><language><![CDATA[en]]></language><webMaster><![CDATA[buildingthetalentmachine@substack.com]]></webMaster><itunes:owner><itunes:email><![CDATA[buildingthetalentmachine@substack.com]]></itunes:email><itunes:name><![CDATA[Eric Friedman]]></itunes:name></itunes:owner><itunes:author><![CDATA[Eric Friedman]]></itunes:author><googleplay:owner><![CDATA[buildingthetalentmachine@substack.com]]></googleplay:owner><googleplay:email><![CDATA[buildingthetalentmachine@substack.com]]></googleplay:email><googleplay:author><![CDATA[Eric Friedman]]></googleplay:author><itunes:block><![CDATA[Yes]]></itunes:block><item><title><![CDATA[The Greenhouse Recruiting Roadshow - Season 1]]></title><description><![CDATA[Stop 2: San Diego]]></description><link>https://www.buildingthetalentmachine.com/p/the-greenhouse-recruiting-roadshow-4b4</link><guid isPermaLink="false">https://www.buildingthetalentmachine.com/p/the-greenhouse-recruiting-roadshow-4b4</guid><dc:creator><![CDATA[Brandon Jeffs]]></dc:creator><pubDate>Mon, 13 Apr 2026 21:33:02 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/194116352/2a06f46297ca0a187ca12018d25b3e52.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<p>What&#8217;s keeping recruiters up at night? <br><br>That&#8217;s the question I&#8217;m asking on &#8220;The Greenhouse Recruiting Roadshow&#8221;.<br><br>And the second stop brought me to San Diego where I sat down with real recruiting operators about their RecOps processes and talent attraction strategies.<br><br>We got into things like:<br><br>&#8226; The application of AI in modern RecOps <br>&#8226; Candidate fraud and identity verification<br>&#8226; Sourcing, and the future of employer brand and recruitment marketing<br><br>These conversation are with folks that are out there doing the work.<br>Working the requisitions and consulting with hiring managers as the future of work becomes a reality.<br><br>For me, getting out into the real world to tell these stories is more important than ever because these recruiters are making incredible candidate experiences with the<br>best technology.<br><br>We&#8217;re entering a golden age where the technology at recruiters' fingertips is empowering them at each stage of the candidate funnel, for the work they're doing<br>where they do the work.<br><br>Ask anyone, the work is getting more complex and the expectations are higher. And the gap between recruiters who get it and those who don&#8217;t is getting very real.<br><br>So I&#8217;m doing the realest thing I can think of, bringing my mission to uplift and upskill the recruiting industry, one conversation at a time to life, in person on the road.<br><br>Stop Two from San Diego, drops now where I speak with:<br><br><strong><a href="https://www.linkedin.com/in/tommy-weinert-7975277/">Tommy Weinert</a></strong>, Founder of Mt. Indie<strong><br><a href="https://www.linkedin.com/in/vanessaraath/">Vanessa Raath</a></strong>, Global Talent Sourcing Trainer<strong><br><a href="https://www.linkedin.com/in/caileanbailey/">Cailean Bailey</a></strong>, Talent Acquisition Partner at Radix<strong><br><a href="https://www.linkedin.com/in/kellie-mccann-talent-branding/">Kellie McCann</a></strong>, Head of Recruitment Marketing at Radiology Partners<strong><br></strong><br>Tune in and let me know where I should go next on the road show!<br><br><br></p>]]></content:encoded></item><item><title><![CDATA[The Greenhouse Recruiting Roadshow]]></title><description><![CDATA[15+ Cities. 40 Recruiters. The journey starts now....]]></description><link>https://www.buildingthetalentmachine.com/p/the-greenhouse-recruiting-roadshow</link><guid isPermaLink="false">https://www.buildingthetalentmachine.com/p/the-greenhouse-recruiting-roadshow</guid><dc:creator><![CDATA[Brandon Jeffs]]></dc:creator><pubDate>Mon, 06 Apr 2026 19:25:22 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/193380391/edc94bc3151305d762a70ef8579b276c.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<p>It&#8217;s hard to believe how fast <strong>recruiting is changing.</strong> So this year, I&#8217;m hitting the road to talk to recruiters around the country about the modern problems keeping us up at night. Things like: <strong>AI, Candidate Fraud, Identity Verification, RecOps, Sourcing, and Employer Brand</strong>. And what matters most to me right now is the <strong>humanity</strong> within recruiting. These conversations are with real people in <strong>a content series the industry has never seen before</strong>. Episodic content, beautifully shot, documenting the contemporary <strong>recruiter experience</strong>.<br><br>There&#8217;s a lot of folks talking about the <strong>future of recruiting</strong>. And while it&#8217;s easy to sit at home and type opinions, the problem we all agree on is that recruiting feels more impersonal than ever. <strong>So I&#8217;m doing the most personal thing I could think of doing</strong>.</p><p>This series has been top of mind for me for a few years now, and there&#8217;s no better time to pack up and <strong>hit the road</strong> to talk about it all <strong>with my friends</strong>, new and old. </p><p>After spending 10 years recruiting and storytelling for public, private equity, and startup companies, with the last few years working exclusively in the HR tech industry, the mission is clear&#8230;to <strong>upskill and uplift the recruiting industry</strong>, one conversation at a time.</p><p><strong>Season 1 </strong>where I travel from <strong>San Francisco</strong> to <strong>San Diego</strong> to <strong>Los Angeles</strong> is releasing now.<br><br><strong>See you on the road</strong>&#9996;&#65039;</p><p><br>__<br>Huge thank you to my friends at <strong>Greenhouse</strong> for partnering on this series and always believing in my passion for recruiting. </p>]]></content:encoded></item><item><title><![CDATA[Episode 037 w/ Brian Fink]]></title><description><![CDATA[The Future of Sourcing]]></description><link>https://www.buildingthetalentmachine.com/p/episode-037-w-brian-fink</link><guid isPermaLink="false">https://www.buildingthetalentmachine.com/p/episode-037-w-brian-fink</guid><dc:creator><![CDATA[Brandon Jeffs]]></dc:creator><pubDate>Sat, 28 Mar 2026 15:12:49 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/192415274/968fff628528e6d52cc480a95dbf4dec.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<p><strong>Brian Fink</strong> is a friend, mentor, and someone in the industry who we have come to know as the manager that none of us misfit recruiters asked for (and probably don&#8217;t deserve). Men don&#8217;t express their feelings well online. Especially in tech. So I&#8217;ll just say it. Brian has helped me personally and professionally beyond what would ever be quantifiable in a manager&#8217;s 360 review. We love you Brian. Thank you for everything you do!</p><p>Anyways, on with the notes. </p><p>Brian runs <strong>Rework Group</strong>, and is absolutely crushing it right now after taking the leap from W-2 land. When people ask who the best tech recruiter in the world is, people often say &#8220;Brian Fink&#8221;. He&#8217;s built incredible engineering organizations and has taught hundreds of recruiters how to source. He jumped on the mic to unpack what sourcing looks like right now and where recruiting is actually heading. We get into inbound versus outbound recruiting, how tooling is changing the function, and why most teams are over-indexing on systems instead of developing real recruiting skill. Brian brings a practitioner perspective shaped by years of hands-on sourcing, operator experience, and teaching the craft. He&#8217;s a legend. Don&#8217;t do yourself the disservice by ignoring Brian.</p><p>Here&#8217;s where Brian and I align&#8230;</p><ol><li><p>Recruiting operates like sales, but with a more complex buyer and longer decision cycle. </p></li><li><p>Sourcing is evolving, not disappearing, and the edge comes from creativity and signal detection. </p></li><li><p>Most companies still underinvest in recruiting because attribution is weak, even though talent outcomes drive the business. </p></li><li><p>The teams that win are the ones who prioritize direct outreach, understand candidate motivation, and build real conviction instead of relying on inbound pipelines. And the only way to build conviction is through the confidence that comes from doing the work.</p></li></ol><p>Brian&#8217;s also a phenomenal writer and motivational leader. You can follow him on <a href="https://fwdmotion.substack.com/">Substack</a> and <a href="https://www.linkedin.com/in/brianfink/">FinkedIn</a>. Thanks for being you Brian. You&#8217;re the best.</p><p><strong>Timestamps</strong></p><p><strong>3:00</strong> Mentorship, paying it forward, and respect across the hiring ecosystem<br><strong>6:00</strong> The state of sourcing and how tooling is reshaping the function<br><strong>9:00</strong> Inbound vs outbound and what actually qualifies as recruiting<br><strong>12:00</strong> Candidate fraud, identity verification, and risk in the funnel<br><strong>15:00</strong> Creative sourcing and why motivation matters more than background<br><strong>18:00</strong> Market shifts, layoffs, and changing candidate expectations<br><strong>22:00</strong> Funnel math, conversion rates, and recruiting as a sales motion<br><strong>25:00</strong> Attribution gaps and why recruiting is treated like a cost center<br><strong>28:00</strong> Talent density, analog recruiting, and competitive advantage<br><strong>31:00</strong> What great recruiters actually do across the full lifecycle<br><strong>33:00</strong> AI removing transactional work and raising the bar on human skill<br><strong>35:00</strong> Sourcing strategies, sleuthing, and finding signal in non-obvious places<br><strong>38:00</strong> GitHub, Medium, and alternative surfaces for identifying talent<br><strong>40:00</strong> Evaluating engineers through signals, not credentials<br><strong>41:00</strong> Outreach channels, sequencing, and founder-led messaging<br><strong>43:00</strong> Multi-channel engagement, tooling maturity, and what&#8217;s coming next</p><p>__</p><p>Shout out to our sponsor, <strong>Rooster</strong>.</p><p><strong>Rooster</strong> is a native interview scheduling platform built inside Workday Recruiting that eliminates back-and-forth and gives recruiters and candidates a clean self-scheduling experience.If you want fewer scheduling errors, faster coordination, and a smoother candidate experience, visit <strong>rooster.us</strong> to book a demo.</p>]]></content:encoded></item><item><title><![CDATA[Episode 036 w/ Steve Levy]]></title><description><![CDATA[AI Sourcing & Talent Engineering]]></description><link>https://www.buildingthetalentmachine.com/p/episode-036-w-steve-levy</link><guid isPermaLink="false">https://www.buildingthetalentmachine.com/p/episode-036-w-steve-levy</guid><dc:creator><![CDATA[Brandon Jeffs]]></dc:creator><pubDate>Thu, 26 Mar 2026 14:11:33 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/192203022/5f9da0e82e5cd8088547ee6ce52ec342.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<p><strong>Steve Levy</strong> is a long-time recruiter who came into the industry through engineering. He was a pioneer of early internet-era sourcing. We could stop there, but honestly, there&#8217;s so much more to dive into, and he&#8217;s one of those professorial types I could ask a million questions of. And in the most heartfelt way I can share in text on the internet, I hope in the time we have in life, I can. </p><p>He represents a group of recruiting operators who helped shape modern recruiting through experimentation, curiosity, and knowledge sharing. Steve is also a friend and mentor to many. He truly embodies, the &#8220;Uncle Steve&#8221; persona which many of us lovingly call him. The first time I ever spoke with Steve, he left the conversation with a quote from Dr. Martin Luther King Jr. that brought me to tears. Steve has always advocated for equity and inclusion in hiring, while being one of the frontier voices for how technology advancements impacts marginalized groups. And because Steve is truly one of the most memorable people I&#8217;ve ever met, he followed that up by putting me in a headlock the first time we met in person. (He contains multitudes. And we love him for it.)<br><br>I see Steve probably five or so times a year at events, and speak with him weekly, so it&#8217;s always a treat to hit record and have a few pointed questions for the maestro. I grew up in recruiting learning from people like Steve, and his famous blog which tech recruiters of a certain generation worshipped. Believe it or not, Steve influenced the industry long before this concept of &#8220;influencers". Because at the end of the day, what matters is credibility from doing the work. And we spoke about what it takes to be credible with hiring managers and candidates, how recruiters actually learn a domain, and why most of the core challenges in recruiting have not changed. And of course, we talked about AI sourcing tech and talent engineering.</p><p>If you need a few takeaways, know this:<br><br><strong>Recruiting requires real expertise.</strong> <br>You have to understand the role, the business, and performance expectations at a deep level to be effective. Oh yeah, and understand human behavior.</p><p><strong>Most tools are just improving access to data and workflow. </strong>You&#8217;ll have to listen to the show to find out what Steve and I think of all these AI sourcing tools and &#8220;talent engineering&#8221;. But here&#8217;s the <strong>Tl;dr </strong>on AI sourcing&#8230;<em>If a recruiting tech founder hasn&#8217;t done the work themself, how could they possibly build a tool for recruiters?</em> </p><p>Counterpoint: Can these young founders who&#8217;ve never had a job learn through doing, much like recruiters themselves? I&#8217;ll let you decide. <br><br><strong>Performance in recruiting comes down to behavior. </strong><br>Curiosity, humility, and direct interaction with people separates strong recruiters from average ones. The work still centers on understanding humans and making informed decisions, not relying on automation. </p><p>Hope you enjoy the conversation as much as I did.</p><p><strong>Follow Steve <a href="https://www.linkedin.com/in/levyrecruits/">here</a>.</strong></p><p><strong>Timestamps</strong><br><strong>05:00</strong> - Knowledge sharing and mentorship in recruiting<br><strong>07:00</strong> - Evaluating new tools and defining real problems<br><strong>08:30 </strong>- Why recruiting is harder than it looks<br><strong>10:00</strong> - Ego, failure, and learning through experience<br><strong>11:00</strong> - Becoming credible with hiring managers<br><strong>12:00</strong> - Founders building recruiting tools without experience<br><strong>15:00</strong> - AI as a shift but not a replacement for humans<br><strong>19:00</strong> - Messaging and getting candidate responses<br><strong>22:00</strong> - Compassion and understanding human behavior<br><strong>24:00</strong> - Pushing back on hiring managers and defining real requirements<br><strong>26:00</strong> - Talent density, flawed sourcing assumptions, and lack of performance data<br><strong>27:00 </strong>- Getting out from behind the screen and meeting candidates in person<br><strong>29:00</strong> - Going above and beyond to close candidates<br><strong>30:00</strong> - Conference tactics and how to approach real conversations<br><strong>33:00</strong> - Patience, humility, and long-term development<br><strong>34:00</strong> - Giving back, mentorship, and closing the loop with candidates and clients</p><p>__</p><p>Shout out to our sponsor, <strong>Rooster</strong>.</p><p><strong>Rooster</strong> is a native interview scheduling platform built inside Workday Recruiting that eliminates back-and-forth and gives recruiters and candidates a clean self-scheduling experience.If you want fewer scheduling errors, faster coordination, and a smoother candidate experience, visit <strong>rooster.us</strong> to book a demo.</p>]]></content:encoded></item><item><title><![CDATA[Episode 035 w/ Elena Stefanopol]]></title><description><![CDATA[The Real Work of a Founding Recruiter]]></description><link>https://www.buildingthetalentmachine.com/p/episode-035-w-elena-stefanopol</link><guid isPermaLink="false">https://www.buildingthetalentmachine.com/p/episode-035-w-elena-stefanopol</guid><dc:creator><![CDATA[Brandon Jeffs]]></dc:creator><pubDate>Wed, 25 Mar 2026 14:30:05 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/192098134/dfe28a75b34e16eadb93c31d015d9e3a.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<p><strong>Elena Stefanopol </strong>is a talent leader who has built hiring systems inside fast growing tech companies, including <strong>Airbnb</strong>, and now leads talent at <strong>Rundoo</strong>. She sat down to talk about what it actually takes to build a talent function inside an early stage company. Things unique to the world of stage startup recruiters. Like building RecOps from 0-1. Owning every decision about the candidate journey, going to market with budget to select software that actually helps, and how to work with a founder as hiring manager. Let&#8217;s be honest, there&#8217;s no greater opportunity for a recruiter to learn accountability in the profession than to be a founding recruiter in a startup. <br><br>Elena shares her perspective on the recruiter and hiring manager partnership, the difference between hiring for the first 50 people versus the next 500, and how to bring more structure into the process without slowing the company down. We also got into metrics and what really matters behind the dashboards. Ultimately, strong hiring systems are built through clarity, shared ownership, and disciplined execution. Elena gets it. Because she&#8217;s done the work, too.</p><p>Follow and subscribe to her newsletter <strong><a href="https://www.linkedin.com/in/elenastefanopol/">here</a></strong>.</p><p><strong>Timestamps</strong></p><p><strong>3:00</strong> - Why Elena is focused on building better talent functions<br><strong>5:00</strong> - Why hiring manager partnership is the foundation of recruiting<br><strong>7:00</strong> - The problem with the term hiring manager<br><strong>10:00</strong> - Using team design before kickoff meetings<br><strong>13:00</strong> - Founder led hiring vs structured hiring at scale<br><strong>15:00</strong> - What founders want from talent leaders early on<br><strong>18:00</strong> - The debate around quality of hire<br><strong>22:00</strong> - Who should own accountability for hiring outcomes<br><strong>26:00</strong> - Time in stage, speed, and useful recruiting metrics<br><strong>31:00</strong> - AI hype, 10x talent expectations, and staying grounded</p><p>__</p><p>Shout out to our sponsor, <strong>Rooster</strong>.</p><p><strong>Rooster</strong> is a native interview scheduling platform built inside Workday Recruiting that eliminates back-and-forth and gives recruiters and candidates a clean self-scheduling experience.If you want fewer scheduling errors, faster coordination, and a smoother candidate experience, visit <strong>rooster.us</strong> to book a demo.</p>]]></content:encoded></item><item><title><![CDATA[Episode 034 w/ Johannes Sundlo]]></title><description><![CDATA[Why Most AI Hiring Strategies Fail]]></description><link>https://www.buildingthetalentmachine.com/p/episode-034-w-johannes-sundlo</link><guid isPermaLink="false">https://www.buildingthetalentmachine.com/p/episode-034-w-johannes-sundlo</guid><dc:creator><![CDATA[Brandon Jeffs]]></dc:creator><pubDate>Thu, 19 Mar 2026 21:46:07 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/191519226/4a736a31675e617b70887f8b6945eee3.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<p><strong>Johannes Sundlo</strong> is the writer behind the <em><strong>Full Stack HR</strong></em> newsletter and founder of <strong>Prorio AI</strong>, an AI consulting studio. Johannes has spent years thinking deeply about how organizations adopt new technology and he&#8217;s a fantastic writer. I</p><p>I was stoked to talk with Johannes about AI recruiting and HR to ask him about how he optimizes implementations, and how leaders should be thinking about change management, data privacy, and how we preserve humanity in the world of work. <br>We also got into what the future looks like for management, and if organizations are ready for what&#8217;s coming.</p><p>Even cooler is that I just got back from <strong>UNLEASH</strong> in Las Vegas where I turned the corner in the expo hall and nearly bumped into Johannes, quite literally. Neither of us knew each other were going, and it brought to life a phrase I&#8217;ve repeated many times on stage and on the show&#8230;recruiting has taught me that the world is a lot smaller than we think. Johannes, you&#8217;re the man! </p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!-fhK!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa16a957e-626d-4da9-9d3a-64e2b199d077_3088x2316.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!-fhK!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa16a957e-626d-4da9-9d3a-64e2b199d077_3088x2316.jpeg 424w, https://substackcdn.com/image/fetch/$s_!-fhK!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa16a957e-626d-4da9-9d3a-64e2b199d077_3088x2316.jpeg 848w, 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stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p><a href="https://www.fullstackhr.io/subscribe?utm_source=email&amp;utm_campaign=email-subscribe&amp;r=1gxono&amp;next=https%3A%2F%2Fwww.fullstackhr.io%2Fp%2Fstop-building-agents-start-collecting&amp;utm_medium=email">Subscribe</a> to <strong>FullStack HR </strong>and <a href="https://www.linkedin.com/in/jsundlo/">follow</a> Johannes on LinkedIn.</p><p><strong>Timestamps</strong></p><p><strong>3:00</strong> Building AI agents in HR and keeping up with the pace of change<br><strong>5:00</strong> Why most AI implementations fail inside organizations<br><strong>7:00</strong> The reality of employees using personal LLMs vs company-approved tools<br><strong>9:00</strong> GDPR, data security, and why communication matters more than policy<br><strong>11:00</strong> The risks of humanizing AI and naming agents<br><strong>13:00</strong> Accountability problems when AI acts like an employee<br><strong>15:00</strong> The future of HR roles and why tech fluency is becoming mandatory<br><strong>17:00</strong> Could AI replace managers or make them better?<br><strong>19:00</strong> What people really think about AI managers vs human managers<br><strong>23:00</strong> Hiring philosophy and the idea that better hiring reduces HR overhead<br><strong>25:00</strong> Using AI to augment leadership instead of replacing it<br><strong>29:00</strong> What great managers actually do well in an AI world<br><strong>31:00</strong> AI adoption differences between the US and Europe<br><strong>34:00</strong> Job market shifts, work culture, and changing expectations<br><strong>37:00</strong> Lessons from building teams and the importance of curiosity<br><strong>39:00</strong> Why human connection matters more as technology advances<br><strong>41:00</strong> The origin and growth of the Full Stack HR newsletter</p><p>__</p><p>Shout out to our sponsor, <strong>Rooster</strong>.</p><p><strong>Rooster</strong> is a native interview scheduling platform built inside Workday Recruiting that eliminates back-and-forth and gives recruiters and candidates a clean self-scheduling experience.If you want fewer scheduling errors, faster coordination, and a smoother candidate experience, visit <strong>rooster.us</strong> to book a demo.</p>]]></content:encoded></item><item><title><![CDATA[Episode 033 w/ Tyler Knell]]></title><description><![CDATA[Talent Engineering is the Future of Recruiting]]></description><link>https://www.buildingthetalentmachine.com/p/episode-033-w-tyler-knell</link><guid isPermaLink="false">https://www.buildingthetalentmachine.com/p/episode-033-w-tyler-knell</guid><dc:creator><![CDATA[Brandon Jeffs]]></dc:creator><pubDate>Sat, 14 Mar 2026 12:17:09 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/190870123/33e2d4c570deff4fa825d339b6418456.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<p><strong>Tyler Knell</strong> is a technical recruiter turned builder who has spent nearly a decade operating across agency, startup, and large technology environments, including recent work supporting technical hiring at <strong>Meta</strong> and multiple stints at <strong>Okta</strong>. </p><p>Tyler is now transitioning into a <strong>Talent Engineer</strong> role and building recruiting tools full time. His perspective sits at the intersection of recruiting operations, automation, and the evolving relationship between recruiters and technology.</p><p>He and I caught up to talk about: </p><ul><li><p>What recruiting actually looks like across startups and large tech companies </p></li><li><p>Why agency recruiting creates strong operational instincts</p></li><li><p>And the emerging role of the <strong>Talent Engineer</strong> </p></li></ul><p>I appreciate Tyler&#8217;s perspective on how recruiters can evolve into more technical problem solvers, while maintaining the human connection that ultimately drives hiring decisions. Thanks for talking the time to sit down and talk Recruiting, Tyler, rooting for you!</p><p><strong>Connect with Tyler:</strong> https://www.linkedin.com/in/tyler-knell/</p><p><strong>Timestamps</strong></p><p><strong>3:00</strong> Tyler&#8217;s journey entering recruiting, and why speaking publicly about the industry matters<br><strong>5:00</strong> Startup vs. big tech recruiting and breaking the myth that recruiters cannot operate in both environments<br><strong>10:00</strong> Boomeranging back to Okta and the importance of strong recruiting leadership and talent density<br><strong>12:00</strong> Nonprofit experience, empathy in recruiting, and why humility shapes better hiring outcomes<br><strong>14:00</strong> The origin of HireScribe and why Tyler started building tools for recruiters<br><strong>18:00</strong> Offline AI tools, privacy concerns, and why recruiters should own their data<br><strong>20:00</strong> Lessons from agency recruiting including urgency, discipline, and time management<br><strong>22:00</strong> Operational differences between startup recruiting and large scale hiring organizations<br><strong>23:00</strong> Defining the talent engineer mindset and solving hiring problems through systems thinking<br><strong>24:00</strong> Why human connection will remain central to hiring even as automation increases<br><strong>27:00</strong> AI capturing organizational decision making and the next layer of recruiting data<br><strong>29:00</strong> How AI may challenge traditional ideas of what makes a good hire<br><strong>32:00</strong> Proof of work hiring models and the potential shift away from resumes and job descriptions<br><strong>35:00</strong> Entrepreneurship, portfolio careers, and the decentralization of work<br><strong>37:00</strong> The limits of labor market data and why practitioners must interpret hiring trends carefully<br><strong>40:00</strong> Recruiters as arbiters of truth aligning hiring teams around data and judgment</p><p>__</p><p>Shout out to our sponsor, <strong>Rooster</strong>.</p><p><strong>Rooster</strong> is a native interview scheduling platform built inside Workday Recruiting that eliminates back-and-forth and gives recruiters and candidates a clean self-scheduling experience.If you want fewer scheduling errors, faster coordination, and a smoother candidate experience, visit <strong>rooster.us</strong> to book a demo.</p>]]></content:encoded></item><item><title><![CDATA[Episode 032 w/ Maggie Bedrosian]]></title><description><![CDATA[Is Recruiting Sales?]]></description><link>https://www.buildingthetalentmachine.com/p/episode-032-w-maggie-bedrosian</link><guid isPermaLink="false">https://www.buildingthetalentmachine.com/p/episode-032-w-maggie-bedrosian</guid><dc:creator><![CDATA[Brandon Jeffs]]></dc:creator><pubDate>Sat, 28 Feb 2026 21:17:13 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/189292840/e009a6bd84e78e61cc360e96ef0d1bf4.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<p><strong>Maggie Bedrosian</strong> is the founder of <strong>Bedrock Talent</strong>, where she partners with early and growth stage founders as a zero ramp recruiting leader on foundational and scale hires. Before launching Bedrock, she spent more than six years at <strong>Redesign Health</strong>, helping build and scale talent across dozens of healthcare startups. Her work spans technical and go to market hiring, international expansion, structured interview design, and building talent functions that can evolve alongside fast changing businesses.</p><p>We talked about what it actually takes to build a talent machine inside a venture studio model, how to design structured and competency based hiring processes without over-engineering them, and why growth without intention creates fragile organizations. Maggie also shared her perspective on recruiter layoffs, the shift toward measured hiring, the role of personal brand in building long term leverage, and her philosophy of the <em>reverse sell</em> where recruiters focus on surfacing risks rather than overselling opportunities.</p><p>Connect with Maggie: https://www.linkedin.com/in/maggie-bedro/ </p><p><strong>Timestamps</strong></p><p><strong>2:17</strong> From venture studio to Bedrock Talent building zero ramp recruiting for early stage founders</p><p><strong>5:03</strong> Scaling Redesign Health from 3 startups to 60 plus and building the talent function from scratch</p><p><strong>6:18</strong> Hiring the right recruiters first talent density culture and structured competency based process</p><p><strong>11:01</strong> The shift in health tech hiring from tech enabled services to AI native engineering teams</p><p><strong>13:04</strong> What building a talent machine actually looks like experimentation hustle and constant iteration</p><p><strong>14:33</strong> Interview fatigue take homes and how to design a process that balances rigor with candidate experience</p><p><strong>19:46</strong> Personal brand as career insurance why inbounds and zero expectation networking compound over time</p><p><strong>23:09</strong> Recruiter layoffs and the lesson growth without intention is fragile</p><p><strong>34:51</strong> Recruiting is not sales the reverse sell and why great recruiters highlight the risks first</p><p><strong>42:01</strong> AI sourcing tools versus real world relationships why touching grass still wins in 2026</p><p>__</p><p>Shout out to our sponsor, <strong>Rooster</strong>.</p><p><strong>Rooster</strong> is a native interview scheduling platform built inside Workday Recruiting that eliminates back-and-forth and gives recruiters and candidates a clean self-scheduling experience.If you want fewer scheduling errors, faster coordination, and a smoother candidate experience, visit rooster.us to book a demo.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!TO6Y!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F420739b7-691b-4939-8ade-5c6f591e211c_1280x720.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!TO6Y!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F420739b7-691b-4939-8ade-5c6f591e211c_1280x720.jpeg 424w, https://substackcdn.com/image/fetch/$s_!TO6Y!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F420739b7-691b-4939-8ade-5c6f591e211c_1280x720.jpeg 848w, https://substackcdn.com/image/fetch/$s_!TO6Y!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F420739b7-691b-4939-8ade-5c6f591e211c_1280x720.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!TO6Y!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F420739b7-691b-4939-8ade-5c6f591e211c_1280x720.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!TO6Y!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F420739b7-691b-4939-8ade-5c6f591e211c_1280x720.jpeg" width="1280" height="720" 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srcset="https://substackcdn.com/image/fetch/$s_!TO6Y!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F420739b7-691b-4939-8ade-5c6f591e211c_1280x720.jpeg 424w, https://substackcdn.com/image/fetch/$s_!TO6Y!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F420739b7-691b-4939-8ade-5c6f591e211c_1280x720.jpeg 848w, https://substackcdn.com/image/fetch/$s_!TO6Y!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F420739b7-691b-4939-8ade-5c6f591e211c_1280x720.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!TO6Y!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F420739b7-691b-4939-8ade-5c6f591e211c_1280x720.jpeg 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>If you&#8217;re in recruiting and care about:<br>&#8226; Speed that actually improves<br>&#8226; Data you can defend in exec meetings<br>&#8226; Recruiter capacity that isn&#8217;t duct-taped together<br>&#8226; Trust from leadership</p><p>I&#8217;d love to have you join a webinar I&#8217;m moderating on <strong>March 5th at 12 p.m. ET</strong></p><p>I&#8217;m sitting down with  <strong><a href="https://www.linkedin.com/in/luke-switkowski/">Luke Switkowski</a></strong>, <strong><a href="https://www.linkedin.com/in/katiejwagner/">Katie Wagner</a></strong>, and <strong><a href="https://www.linkedin.com/in/lyonsjeremy/">Jeremy A. Lyons</a></strong> for a live conversation on RecOps.<br>Register <a href="https://roosterinc.zoom.us/webinar/register/WN_1YKdOHpSSH-fTbbZ2qtOvw?utm_campaign=223476457-RecOps%20Campaign%20%7C%20Q12026&amp;utm_content=418412238&amp;utm_medium=social&amp;utm_source=linkedin&amp;hss_channel=lcp-92715644#/registration">here</a>.</p>]]></content:encoded></item><item><title><![CDATA[Episode 031 w/ Stephanie Holman]]></title><description><![CDATA[The Hidden Side of Cleared Hiring]]></description><link>https://www.buildingthetalentmachine.com/p/episode-031-w-stephanie-holman</link><guid isPermaLink="false">https://www.buildingthetalentmachine.com/p/episode-031-w-stephanie-holman</guid><dc:creator><![CDATA[Brandon Jeffs]]></dc:creator><pubDate>Sat, 28 Feb 2026 14:00:00 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/189289988/7ae3a6843db427cde490ac30cd9c2f9f.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<p><strong>Stephanie Holman</strong> is a cleared defense and national security recruiter currently supporting <strong>Defense Unicorns</strong>, where she hires engineers working on highly sensitive, mission driven software inside secure environments. With a background that spans military service, government contracting, and tech recruiting, she has built one of the most trusted voices in the cleared hiring space by educating candidates on how security clearances work and what it actually takes to navigate this opaque corner of the industry. Her content focuses on transparency, access, and helping people understand a world that is intentionally hard to talk about.</p><p>We talked about demystifying cleared recruiting, building candidate trust through personal brand, and the advice for why recruiters shouldn&#8217;t let applicants take themselves out of the game. Stephanie shared what it looks like to manage hundreds of applicants in hours, how ATS knockout questions really work, and why rejection is rarely personal. We also covered scheduling engineers who work inside SCIF environments, the growing risks of candidate fraud and bad actors, and how AI can help recruiters focus on fewer, higher quality conversations rooted in. respect. At the center of it all was her belief that recruiting is human work, and that even in classified spaces, empathy, clarity, and integrity still win.</p><p><br>Thanks for coming on the show, Stephanie! Connect with Stephanie <a href="https://www.linkedin.com/in/stephaniejholman/">here</a>.</p><p><strong>Timestamps</strong></p><p><strong>00:00</strong> A recruiter changed my life</p><p><strong>02:30</strong> What cleared recruiting actually means</p><p><strong>04:50</strong> Changing lives through recruiting</p><p><strong>05:35</strong> Why cleared hiring is so opaque</p><p><strong>07:50</strong> Building a creator brand in a restricted space</p><p><strong>11:00</strong> Candidate trust and personal reputation</p><p><strong>14:00</strong> Recruiting as hospitality and marketing</p><p><strong>16:00</strong> AI, signal, and fewer better conversations</p><p><strong>19:15</strong> Applicants vs candidates and high volume roles</p><p><strong>20:15</strong> 200 applicants in 90 minutes and ATS myths</p><p><strong>22:15</strong> Bringing humanity to automated rejections</p><p><strong>24:10</strong> Do not take yourself out of the game</p><p><strong>27:00</strong> 15 rejections before Amazon</p><p><strong>29:00</strong> Your social footprint matters</p><p><strong>30:35</strong> Scheduling cleared engineers in SCIF environments</p><p><strong>32:35</strong> Candidate fraud and security threats</p><p><strong>34:40</strong> Keep going one step at a time</p><p>__</p><p>Shout out to our sponsor, <strong>Rooster</strong>.</p><p><strong>Rooster</strong> is a native interview scheduling platform built inside Workday Recruiting that eliminates back-and-forth and gives recruiters and candidates a clean self-scheduling experience.If you want fewer scheduling errors, faster coordination, and a smoother candidate experience, visit rooster.us to book a demo.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!TO6Y!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F420739b7-691b-4939-8ade-5c6f591e211c_1280x720.jpeg" 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stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>If you&#8217;re in recruiting and care about:<br>&#8226; Speed that actually improves<br>&#8226; Data you can defend in exec meetings<br>&#8226; Recruiter capacity that isn&#8217;t duct-taped together<br>&#8226; Trust from leadership</p><p>I&#8217;d love to have you join a webinar I&#8217;m moderating on <strong>March 5th at 12 p.m. ET</strong></p><p>I&#8217;m sitting down with  <strong><a href="https://www.linkedin.com/in/luke-switkowski/">Luke Switkowski</a></strong>, <strong><a href="https://www.linkedin.com/in/katiejwagner/">Katie Wagner</a></strong>, and <strong><a href="https://www.linkedin.com/in/lyonsjeremy/">Jeremy A. Lyons</a></strong> for a live conversation on RecOps.<br>Register <a href="https://roosterinc.zoom.us/webinar/register/WN_1YKdOHpSSH-fTbbZ2qtOvw?utm_campaign=223476457-RecOps%20Campaign%20%7C%20Q12026&amp;utm_content=418412238&amp;utm_medium=social&amp;utm_source=linkedin&amp;hss_channel=lcp-92715644#/registration">here</a>.</p>]]></content:encoded></item><item><title><![CDATA[Episode 030 w/ Daniella Bodansky]]></title><description><![CDATA[Recruiting Like it Counts]]></description><link>https://www.buildingthetalentmachine.com/p/episode-030-w-daniella-bodansky</link><guid isPermaLink="false">https://www.buildingthetalentmachine.com/p/episode-030-w-daniella-bodansky</guid><dc:creator><![CDATA[Brandon Jeffs]]></dc:creator><pubDate>Fri, 27 Feb 2026 19:00:25 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/189288981/2444bc9ff65c86d53de5b3d8f413e840.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<p><strong>Daniella Bodansky</strong> is a startup recruiting operator who has helped scale companies from early stage through hyper-growth across industries. She began her career in clinical research before moving in house, where she has spent the last several years building and rebuilding recruiting infrastructure inside founder led environments. Her work spans high volume hiring, international expansion, operations leadership, structured interview design, and developing quality of hire frameworks that hold up under pressure.</p><p>Daniella came on the show to talk about what it really means to raise the bar while hiring 50, 100, or 200 people at a time, why speed without rigor compounds mediocrity, and how to audit and rebuild recruiting foundations inside scaling companies. Daniella shared her approach to documentation, ATS hygiene, scorecards, and retrospective analysis, along with her philosophy on &#8220;strong yes&#8221; versus &#8220;soft yes&#8221; feedback, hiring tradeoffs across time, quality, and cost, and whether personality assessments have a place in modern hiring. The conversation centered on building a recruiting machine that balances data and judgment while keeping the human element intact.</p><p>Thanks for coming on the show, Daniella! You can connect with her here: https://www.linkedin.com/in/daniellabodansky/ </p><p><strong>Timestamps</strong></p><p><strong>00:00</strong> Setting the tone and why recruiting is still a craft</p><p><strong>03:00</strong> From clinical research to in house startup recruiting</p><p><strong>07:00</strong> What to assess first when joining a scaling company</p><p><strong>09:00</strong> Speed versus rigor and why the bar has to go up</p><p><strong>13:00</strong> Hiring operators who can handle ambiguity and build from first principles</p><p><strong>15:00</strong> Quality of hire and the 30 and 90 day rehire test</p><p><strong>19:00</strong> Building an operations recruiting hub with documentation and dashboards</p><p><strong>22:00</strong> What makes a strong hiring manager partnership</p><p><strong>26:00</strong> Time, quality, and cost as hiring tradeoffs</p><p><strong>29:00</strong> Strong yes versus soft yes and eliminating vague feedback</p><p><strong>31:00</strong> Personality assessments, bias, and human judgment in hiring</p><p><strong>37:00</strong> Scaling recruiting infrastructure from early stage to global growth</p><p>__</p><p>Shout out to our sponsor, <strong>Rooster</strong>.</p><p><strong>Rooster</strong> is a native interview scheduling platform built inside Workday Recruiting that eliminates back-and-forth and gives recruiters and candidates a clean self-scheduling experience.If you want fewer scheduling errors, faster coordination, and a smoother candidate experience, visit rooster.us to book a demo.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!TO6Y!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F420739b7-691b-4939-8ade-5c6f591e211c_1280x720.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" 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stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>If you&#8217;re in recruiting and care about:<br>&#8226; Speed that actually improves<br>&#8226; Data you can defend in exec meetings<br>&#8226; Recruiter capacity that isn&#8217;t duct-taped together<br>&#8226; Trust from leadership</p><p>I&#8217;d love to have you join a webinar I&#8217;m moderating on <strong>March 5th at 12 p.m. ET</strong></p><p>I&#8217;m sitting down with  <strong><a href="https://www.linkedin.com/in/luke-switkowski/">Luke Switkowski</a></strong>, <strong><a href="https://www.linkedin.com/in/katiejwagner/">Katie Wagner</a></strong>, and <strong><a href="https://www.linkedin.com/in/lyonsjeremy/">Jeremy A. Lyons</a></strong> for a live conversation on RecOps.<br><br>Register <a href="https://roosterinc.zoom.us/webinar/register/WN_1YKdOHpSSH-fTbbZ2qtOvw?utm_campaign=223476457-RecOps%20Campaign%20%7C%20Q12026&amp;utm_content=418412238&amp;utm_medium=social&amp;utm_source=linkedin&amp;hss_channel=lcp-92715644#/registration">here</a>.</p>]]></content:encoded></item><item><title><![CDATA[Episode 029 w/ Brooke Wheeler]]></title><description><![CDATA[RecOps: The New Advantage]]></description><link>https://www.buildingthetalentmachine.com/p/episode-029-w-brooke-wheeler</link><guid isPermaLink="false">https://www.buildingthetalentmachine.com/p/episode-029-w-brooke-wheeler</guid><dc:creator><![CDATA[Brandon Jeffs]]></dc:creator><pubDate>Thu, 26 Feb 2026 18:05:18 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/189200759/b46fc060a5c3a70f7d892153aed77ff0.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<p><strong>Brooke Wheeler </strong>is a fractional talent advisor and former VP of Talent Acquisition who sat down to unpack what RecOps actually looks like in practice.</p><p>Brooke and I cover diagnosing broken hiring systems, eliminating unnecessary agency spend, injecting smart friction into the funnel, and why clarity beats complexity in modern recruiting. Brooke shares lessons from scaling high-volume teams, rebuilding employer brand after leadership turnover, and the difference between internal TA and fractional impact.<br>It feels like Brooke is one of those friends from the internet who has been a positive supporter in the comments, and quick to engage. Whether on LinkedIn, in the community at events, or industry webinar chats. So if you don&#8217;t already follow Brooke, be sure to: https://www.linkedin.com/in/brookewheeler/ </p><p><strong>Timestamps:</strong></p><p><strong>00:00</strong> Meet Brooke Wheeler: From agency roots to VP of TA to fractional advisor</p><p><strong>02:00</strong> The Atlanta recruiter community, RecFest, and why showing up still matters</p><p><strong>05:00</strong> Conferences as career leverage: Investing in yourself in a low-budget function</p><p><strong>08:15</strong> Internal TA vs. Fractional TA: Rapid diagnosis, trust-building, and seeing the full system</p><p><strong>11:00 </strong>The rise of fractional recruiting and why agency experience is a superpower</p><p><strong>12:30 </strong>The exploding ATS and HR tech landscape: More tools, more noise, more opportunity</p><p><strong>15:30 </strong>Eliminating agency spend without burning bridges: Containing chaos and building partnerships</p><p><strong>18:30 </strong>Why recruiting should have a bigger seat at the executive table</p><p><strong>20:15 </strong>Diagnosing a &#8220;hot mess&#8221; hiring process: Start with structure, remove bottlenecks</p><p><strong>23:00</strong> One-size-fits-all hiring is broken: Speed, touch, and process must flex by role</p><p><strong>25:00 </strong>Do candidates really hate interview rounds? Communication vs. round count</p><p><strong>26:30 </strong>AI interviews, one-way video, and candidate sentiment in 2026</p><p><strong>27:45 </strong>Behavioral vs. skills-based hiring: What actually predicts performance?</p><p><strong>30:00 </strong>High-volume hiring done right: Deadlines, clarity, and disciplined execution</p><p><strong>32:00</strong> &#8211; Injecting friction back into the funnel in the age of AI applications</p><p><strong>34:00 </strong>Radical clarity in job descriptions: Stop hiding the real job</p><p><strong>35:45 </strong>Rebuilding employer brand after layoffs and leadership turnover</p><p><strong>38:15 </strong>RecOps, AI adoption, and the overwhelm of modern recruiting tech</p><p><strong>39:45 </strong>Who Brooke helps best and how to work with Restoration Talent Solutions</p><p>__</p><p>Shout out to our sponsor, <strong>Rooster</strong>.</p><p><strong>Rooster</strong> is a native interview scheduling platform built inside Workday Recruiting that eliminates back-and-forth and gives recruiters and candidates a clean self-scheduling experience.If you want fewer scheduling errors, faster coordination, and a smoother candidate experience, visit rooster.us to book a demo.</p>]]></content:encoded></item><item><title><![CDATA[Episode 028 w/ Martel Howard]]></title><description><![CDATA[Sourcing: Curiosity as a Skill]]></description><link>https://www.buildingthetalentmachine.com/p/episode-028-w-martel-howard</link><guid isPermaLink="false">https://www.buildingthetalentmachine.com/p/episode-028-w-martel-howard</guid><dc:creator><![CDATA[Brandon Jeffs]]></dc:creator><pubDate>Mon, 23 Feb 2026 23:12:45 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/188956450/568a335a1b025d9f8e681903a6c08bed.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<p><strong>Martel Howard</strong> is building the talent machine over at Coalfire.<br>He&#8217;s one of those people on the internet who consistently puts out great content, cares about the community, and is passionate about the craft of sourcing.</p><p>I sat down with Martel Howard to talk about sourcing the way it actually shows up in the work and some of the latest tooling. Martel is a technical sourcing specialist who thinks about profiles in the sense of character arcs which is pretty cool interpretation of keyword search. <br><br>We got into: </p><ul><li><p>Why curiosity is still the most valuable skill in sourcing</p></li><li><p>Why it is not enough to read text on a resume</p></li><li><p>How some of the best hires come from reading the gray. </p></li></ul><p>He shared how:</p><ul><li><p>Building candidate personas creates institutional memory so teams are not starting from zero on every req</p></li><li><p>How sourcing done well can dramatically improve pass through rates at the top of funnel.</p></li></ul><p>We also spent time on Boolean, AI tools, and what changes as sourcing becomes more about talent intelligence. <br><br>Martel and I agree that AI is helpful, but only if you understand the foundations first. We talked about A/B testing search strategies, pulling silver medalists from the ATS, writing outreach that actually gets replies, and why sourcing is shifting toward a more strategic advisory role. The through line was simple. Data is easy to share, insight is harder to apply, and the real value of a sourcer is knowing how to use that insight to evolve the search.</p><p>And since &#8220;sourcer&#8221; remains undefined by spellcheck, here&#8217;s a reminder to sign the <a href="https://docs.google.com/forms/d/e/1FAIpQLScw8A0zAhUqKtSy_Z8m4R9zFSanINxvPolbNo-CbrIRXIRNlA/viewform?usp=header">petition</a> to get it added to the dictionary. </p><p><strong>Timestamps</strong></p><p><strong>2:00</strong> Martel&#8217;s background and why he gravitated toward technical sourcing<br><strong>4:00</strong> Rejection, resilience, and why recruiting is supposed to be hard<br><strong>5:00</strong> Building candidate personas and institutional sourcing memory<br><strong>7:00</strong> How Martel defines the sourcer &#8596; recruiter handoff<br><strong>9:00</strong> What roles are getting the most traction right now<br><strong>9:45</strong> Why Boolean is still the foundation of great sourcing<br><strong>12:00</strong> Why Martel prefers outbound sourcing vs full-cycle recruiting<br><strong>13:50</strong> Curiosity as the most valuable sourcing skill<br><strong>14:30</strong> Reading resumes as character arcs and finding signal in the gray<br><strong>17:00</strong> A-B testing tools, Booleans, and search strategies<br><strong>18:00</strong> Martel&#8217;s hardest search and how an old JD changed everything<br><strong>23:00</strong> The future of sourcing as talent intelligence and strategic advisory</p><div><hr></div><p>Shout out to our sponsor, <strong>Rooster</strong>.<br>Rooster is a native interview scheduling platform built inside Workday Recruiting that eliminates back-and-forth and gives recruiters and candidates a clean self-scheduling experience.</p><p>If you want fewer scheduling errors, faster coordination, and a smoother candidate experience, visit <strong>rooster.us</strong> to book a demo.</p>]]></content:encoded></item><item><title><![CDATA[Episode 027 w/ Chris Carver]]></title><description><![CDATA[Sourcing: Man vs Machine]]></description><link>https://www.buildingthetalentmachine.com/p/episode-027-w-chris-carver</link><guid isPermaLink="false">https://www.buildingthetalentmachine.com/p/episode-027-w-chris-carver</guid><dc:creator><![CDATA[Brandon Jeffs]]></dc:creator><pubDate>Mon, 09 Feb 2026 19:41:28 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/187111255/eddcd9c66afca528b9ccc653f6a234e0.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<p><strong>Chris Carver</strong> is a senior talent sourcer at BECU and an advisor to Lex Duo, where he spends his time at the intersection of classic Boolean sourcing, modern AI tooling, and high-signal candidate engagement.</p><p>In this conversation, Chris and I dig into what it actually means to be a sourcer in 2026. Not the &#8220;junior recruiter&#8221; version. The career sourcer who lives in the data, builds pipelines from zero to one, and earns a seat at the table by consistently delivering qualified submissions. And I live for this.</p><p>We spoke about man versus machine, why Boolean and X-ray search still matter, how to A/B test sourcing tools and outreach, and why response rate and pass-through rate are more meaningful than raw activity metrics. Chris also shares how community, free learning, and investing in yourself have shaped his career, plus what pulled him into advising Lex Duo and helping build tools for recruiters from folks who are doing the work.</p><p>If you care about precision sourcing, thoughtful outreach, and building pipelines that actually convert, it&#8217;d mean the world if you gave it a watch and shared with a recruiter friend.</p><p>Thanks so much for coming on the show, Chris. You&#8217;re a bright spot in the industry!</p><p>Connect with Chris: https://www.linkedin.com/in/chris-carver94/ </p><p><strong>Show Notes</strong></p><p><strong>00:00</strong> &#8211; Meet Chris &#8220;Aquaman&#8221; Carver and what he&#8217;s working on today<br><strong>02:30</strong> &#8211; What Chris sources at BECU (software, data, AI, and tech roles)<br><strong>03:45</strong> &#8211; What it means to be a sourcer in 2026<br><strong>04:55</strong> &#8211; Why sourcers are not &#8220;junior recruiters&#8221;<br><strong>06:15</strong> &#8211; Where the handoff happens between sourcer and recruiter<br><strong>08:10</strong> &#8211; Building pipelines in two weeks and earning a seat at the table<br><strong>09:10</strong> &#8211; The metrics that actually matter: submissions and pass-through rate<br><strong>10:00</strong> &#8211; Finding candidates who don&#8217;t have strong digital profiles<br><strong>11:05</strong> &#8211; Tools Chris trusts and why SeekOut, HireEZ, PIN, and Lex Duo stand out<br><strong>12:10</strong> &#8211; AI for research vs. humans for conversion<br><strong>12:58</strong> &#8211; Why A/B testing sourcing tools is non-negotiable<br><strong>14:20</strong> &#8211; Chris&#8217;s outreach sequencing and radical transparency in first messages<br><strong>15:50</strong> &#8211; How X-ray search has changed and why it&#8217;s still critical<br><strong>18:05</strong> &#8211; Giving back to the sourcing community through free webinars<br><strong>21:05</strong> &#8211; How reselling sneakers prepared Chris for sourcing<br><strong>22:00</strong> &#8211; Why some recruiters are intimidated by sourcing and how to get past it<br><strong>25:00</strong> &#8211; The future of AI sourcing is really about email deliverability<br><strong>27:30</strong> &#8211; What Chris reports up to leadership today<br><strong>33:15</strong> &#8211; Advice for recruiters who want to specialize in sourcing<br><strong>35:10</strong> &#8211; How Chris got involved with Lex Duo and Prospect Pro<br><strong>38:30</strong> &#8211; The &#8220;sourcer should be in the dictionary&#8221; petition<br>Sign here: https://docs.google.com/forms/d/e/1FAIpQLScw8A0zAhUqKtSy_Z8m4R9zFSanINxvPolbNo-CbrIRXIRNlA/viewform?usp=header<br><strong>38:40</strong> &#8211; How to connect with Chris and get involved in his webinars</p><div><hr></div><p>Shout out to our sponsor, <strong>Rooster</strong>.<br>Rooster is a native interview scheduling platform built inside Workday Recruiting that eliminates back-and-forth and gives recruiters and candidates a clean self-scheduling experience.</p><p>If you want fewer scheduling errors, faster coordination, and a smoother candidate experience, visit <strong>rooster.us</strong> to book a demo.</p>]]></content:encoded></item><item><title><![CDATA[Episode 026 w/ Michael Goldberg]]></title><description><![CDATA[RecOps Owns the Experience]]></description><link>https://www.buildingthetalentmachine.com/p/episode-026-w-michael-goldberg</link><guid isPermaLink="false">https://www.buildingthetalentmachine.com/p/episode-026-w-michael-goldberg</guid><dc:creator><![CDATA[Brandon Jeffs]]></dc:creator><pubDate>Fri, 30 Jan 2026 22:45:50 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/186360806/11a7dde2b7bee95223b98af3af4b0541.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<p>I sat down with <strong>Michael Goldberg</strong> to talk about recruiting operations the way it actually plays out and how teams can evolve while focusing on candidate experience.</p><p>Michael leads Global TA Ops and Sourcing at <strong>US Renal Care</strong>, where hiring outcomes are inseparable from retention, onboarding, and day-one readiness. This work is high-volume, high-stakes hiring in healthcare, where burnout is real, turnover is expensive, and process decisions show up fast in patient care and business continuity.</p><p>I&#8217;ve followed Michael&#8217;s writing through his <em>Talent Transformer</em> blog for a while, and he&#8217;s been someone I&#8217;ve wanted on the show because he doesn&#8217;t talk about RecOps like a tooling problem. He talks about it like an operating system. He&#8217;s led through mergers, unified fractured processes, worked with executives who need answers and spent years translating recruiting data into something leaders actually understand. This conversation went deep, fast.</p><p>Throughout the episode, we spend a lot of time on retention, and why most teams treat it as an HR problem when it&#8217;s actually a recruiting design problem that starts before day one. Michael breaks down why the first 45 days matter more than most TA metrics, how onboarding is one of the most underutilized levers in RecOps, and why explaining the why to hiring managers is the real test of operational maturity.</p><p>We also get into the parts of recruiting operations that don&#8217;t get enough airtime, like:</p><ul><li><p>Why RecOps needs to own the experience, not just the process</p></li><li><p>Why stakeholder impact should come before system changes</p></li><li><p>Why recruiters should stay connected through the first paycheck and beyond</p></li><li><p>Why retention data tells a better story than time to fill</p></li><li><p>Why earning a seat at the table starts with learning the business, not buying more tools</p></li></ul><p>Michael also shares how he&#8217;s using AI practically, not to replace people, but to build dashboards, scorecards, and internal tools that help RecOps leaders move faster and speak the language of finance, operations, and leadership.</p><p>If you care about post-hire outcomes, real retention, and what RecOps should actually own in 2026, this episode is worth your time.</p><p>Thanks for coming on the show, Michael. This one hit exactly where the industry needs to be looking. See you in San Diego at <strong>TA Week</strong>!</p><p>Connect with him here: https://www.linkedin.com/in/dallasmichaelgoldberg/</p><p><strong>Timestamps</strong><br><strong>00:00</strong> Why retention is the real recruiting metric<br><strong>02:00</strong> Michael&#8217;s background and operating in high-turnover environments<br><strong>04:30</strong> Unifying processes after acquisitions without breaking trust<br><strong>06:45</strong> Explaining the why to hiring managers<br><strong>08:30</strong> Onboarding as a retention lever<br><strong>10:15</strong> The first 45 days and why they matter<br><strong>12:30 </strong>What recruiters should own post-hire<br><strong>14:45</strong> Checking in through the first paycheck<br><strong>17:00</strong> RecOps, data, and telling the right story to leadership<br><strong>19:00</strong> Building dashboards without waiting on engineering<br><strong>21:00</strong> AI as a force multiplier for RecOps<br><strong>23:30</strong> Learning the business to earn a seat at the table<br><strong>26:00</strong> Why empathy and operations have to coexist<br><strong>28:30</strong> What great RecOps leaders do differently in 2026</p><p>Shout out to our sponsor, <strong>Rooster</strong>.<br>Rooster is a native interview scheduling platform built inside Workday Recruiting that eliminates back-and-forth and gives recruiters and candidates a clean self-scheduling experience.</p><p>If you want fewer scheduling errors, faster coordination, and a smoother candidate experience, visit <strong>rooster.us</strong> to book a demo.</p><div><hr></div><p>Planning your 2026 recruiting events?<br><strong>TalentSphere Summit </strong>is worth checking out, especially if the usual conference circuit isn&#8217;t doing it for you anymore.</p><p>Hosted by <strong>Talent Collective</strong>, it&#8217;s a two-day, in-person working summit designed around how recruiting actually operates today.<br>About AI in recruiting, talent intelligence, candidate fraud, and the systems teams are trying to make work in practice.</p><p>What I like:</p><p>Less stage content, more practitioner-led workshops, playbooks, and training sessions<br>Solution sessions and customer stories without glossy demos<br>Space to connect, reflect, and recharge with your TA homies</p><p>It&#8217;s structured more like a retreat than a traditional industry event, which honestly feels overdue.</p><p>Savannah, GA | Feb 9&#8211;11, 2026</p><p>Vibe Out &#8594; Use my code BJEFFS for $200 off.</p><p><a href="https://talentcollective.zohobackstage.com/TalentSphereSummit#/">https://talentcollective.zohobackstage.com/TalentSphereSummit#/</a></p><p></p>]]></content:encoded></item><item><title><![CDATA[Preview Episode 025 w/ Erin Wilson]]></title><description><![CDATA[The Art & Science of Hiring]]></description><link>https://www.buildingthetalentmachine.com/p/preview-episode-025-w-erin-wilson</link><guid isPermaLink="false">https://www.buildingthetalentmachine.com/p/preview-episode-025-w-erin-wilson</guid><dc:creator><![CDATA[Brandon Jeffs]]></dc:creator><pubDate>Fri, 30 Jan 2026 22:26:53 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/186360451/ed120c53f991f371b5539ac23cc1ca2d.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<p>I sat down with <strong>Erin Wilson</strong> to talk about recruiting the way it actually shows up day to day, not the way it&#8217;s framed in AI announcements or vendor roadmaps.</p><p><strong>Erin</strong> is currently leading talent at <strong>Rox</strong>, an agentic CRM backed by <strong>Sequoia</strong>, <strong>GV</strong>, and <strong>General Catalyst</strong>, where he&#8217;s building hiring alongside product and engineering teams that are moving fast and making real tradeoffs. Before that, he worked directly with startup executives as a principal, stepping into moments where hiring wasn&#8217;t theoretical. It was mission-critical.</p><p>I&#8217;ve been wanting to have Erin on the show since we met on the internet over the summer. He&#8217;s been on every side of the table. He&#8217;s scaled recruiting firms and built proprietary platforms. He&#8217;s owned people tech and internal mobility at <strong>Yahoo,</strong> where systems, compliance, and scale actually matter. He&#8217;s recruited through hypergrowth, acquisitions, layoffs, and resets. And he&#8217;s done the work himself, not just designed it. Plus his name comes up in circles I&#8217;ve been running with, so it was about time. And for me honestly this conversation blew my expectations out of the water. You&#8217;ll see why at the end.</p><p>Throughout the episode we talk about why most recruiting teams still aren&#8217;t using AI in any meaningful way years into the hype cycle, and why that&#8217;s not a failure of recruiters but a signal that the problems haven&#8217;t been framed correctly. Erin breaks down the difference between sourcing and recruiting, and why understanding the business is still the most under-leveraged skill in the function. We get into why AI doesn&#8217;t replace recruiters so much as it compresses headcount, and why confusing those two ideas has created a lot of unnecessary fear in the market.</p><p>We also get into the parts of recruiting that don&#8217;t show up in dashboards, like:</p><ul><li><p>Why being in standups with hiring teams matters.</p></li><li><p>Why trust sits with recruiters more than almost any other role.</p></li><li><p>Why symmetry of information is the real unlock in hiring.</p></li><li><p>Why video outreach works not because it&#8217;s novel, but because it restores context and humanity.</p></li><li><p>And why so many teams are still solving the same problems they were solving a decade ago, just with shinier tools.</p></li></ul><p>If you care about craft, signal, and outcomes in recruiting right now, give it a listen and send this to a recruiter friend.</p><p>If you&#8217;ve ever felt skeptical of the AI hype, frustrated by broken ops, or convinced that recruiting is more art than automation, there&#8217;s a lot to learn from how Erin thinks about the work. And I agree on a ton of it.</p><p>Thanks for coming on the show, Erin. This is truly one of those fast friendships. You&#8217;re the man.</p><p>Connect with him here: https://www.linkedin.com/in/techmatchmaker/</p><p>(Hah! I just saw the custom LinkedIn url &#8220;Tech Match Maker&#8221; well played, dude.)</p><p><strong>Timestamps</strong><br><strong>00:00</strong> Why the AI replacement question keeps missing the point in recruiting<br><strong>02:00</strong> Erin&#8217;s background and why she&#8217;s skeptical of recruiting hype cycles<br><strong>04:45</strong> Where innovation in recruiting actually starts and why pain, not tools, drives change<br><strong>06:15</strong> Why most recruiting teams still aren&#8217;t using AI two years in<br><strong>07:25</strong> Does AI replace recruiters or just reduce headcount<br><strong>08:40</strong> The danger of personifying AI and why &#8220;AI agents&#8221; miss the mark<br><strong>10:30</strong> Recruiter identity, value, and the difference between amplifying work and replacing people<br><strong>11:35</strong> Sourcing vs recruiting and why understanding the business is the real unlock<br><strong>13:00</strong> Why recruiters need to be in standups, not stuck downstream of decisions<br><strong>14:45</strong> Where recruiters actually develop craft: reps, pressure, and execution<br><strong>16:30</strong> Learning the business and becoming a true partner to hiring managers<br><strong>18:00</strong> Why great recruiters focus on symmetry of information, not volume<br><strong>18:45</strong> Using simple tools like video outreach to create real signal and better responses<br><strong>20:10</strong> What candidates actually want from recruiters right now<br><strong>21:45</strong> Why making candidates feel special still matters more than automation<br><strong>23:00</strong> How fast, decisive hiring beats dragged-out processes<br><strong>24:30</strong> Recruiting trust vs HR trust and why recruiters sit closer to the truth<br><strong>26:00</strong> Why recruiting is undervalued inside most org charts<br><strong>27:30</strong> How layoffs created more experienced, battle-tested recruiters<br><strong>29:00</strong> Recruiters as internal consultants, not resume servers<br><strong>31:00</strong> Broken recruiting business models and the flattening of service quality<br><strong>33:00</strong> A vision for recruiter-to-recruiter collaboration over competition<br><strong>35:00</strong> Why the future of recruiting is simpler, more human, and less hype</p><div><hr></div><h4><strong>Shout out to our sponsor, Rooster.</strong></h4><p><strong>Rooster </strong>is a native interview scheduling platform built inside Workday Recruiting that eliminates back-and-forth and gives recruiters and candidates a clean self-scheduling experience.</p><p>If you want fewer scheduling errors, faster coordination, and a smoother candidate experience, visit <strong>rooster.us</strong> to book a demo.</p><div><hr></div><h4><strong>Planning your 2026 recruiting events?</strong></h4><p><strong>TalentSphere Summit</strong> is worth checking out, especially if the usual conference circuit isn&#8217;t doing it for you anymore.</p><p>Hosted by Talent Collective, it&#8217;s a two-day, in-person working summit designed around how recruiting actually operates today.</p><p>about AI in recruiting, talent intelligence, candidate fraud, and the systems teams are trying to make work in practice.</p><p>What I like:</p><ul><li><p>Less stage content, more practitioner-led workshops, playbooks, and training sessions</p></li><li><p>Solution sessions, customer success stories, without glossy demos</p></li><li><p>Space to connect, reflect, and recharge with your TA homies</p></li></ul><p>It&#8217;s structured more like a retreat than a traditional industry event, which honestly feels overdue.</p><p>Savannah, GA | Feb 9&#8211;11, 2026</p><p>Vibe Out &#8594; Use my code <strong>BJEFFS</strong> for $200 off.</p><p><a href="https://talentcollective.zohobackstage.com/TalentSphereSummit#/">https://talentcollective.zohobackstage.com/TalentSphereSummit#/</a></p>]]></content:encoded></item><item><title><![CDATA[Episode 025 w/ Erin Wilson]]></title><description><![CDATA[The Art & Science of Hiring]]></description><link>https://www.buildingthetalentmachine.com/p/episode-025-w-erin-wilson</link><guid isPermaLink="false">https://www.buildingthetalentmachine.com/p/episode-025-w-erin-wilson</guid><dc:creator><![CDATA[Brandon Jeffs]]></dc:creator><pubDate>Wed, 28 Jan 2026 01:17:29 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/185896034/da69225520ffbf8b40533e9d1340e0c2.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<p>I sat down with <strong>Erin Wilson</strong> to talk about recruiting the way it actually shows up day to day, not the way it&#8217;s framed in AI announcements or vendor roadmaps.</p><p><strong>Erin</strong> is currently leading talent at <strong>Rox</strong>, an agentic CRM backed by <strong>Sequoia</strong>, <strong>GV</strong>, and <strong>General Catalyst</strong>, where he&#8217;s building hiring alongside product and engineering teams that are moving fast and making real tradeoffs. Before that, he worked directly with startup executives as a principal, stepping into moments where hiring wasn&#8217;t theoretical. It was mission-critical.</p><p>I&#8217;ve been wanting to have Erin on the show since we met on the internet over the summer. He&#8217;s been on every side of the table. He&#8217;s scaled recruiting firms and built proprietary platforms. He&#8217;s owned people tech and internal mobility at <strong>Yahoo,</strong> where systems, compliance, and scale actually matter. He&#8217;s recruited through hypergrowth, acquisitions, layoffs, and resets. And he&#8217;s done the work himself, not just designed it. Plus his name comes up in circles I&#8217;ve been running with, so it was about time. And for me honestly this conversation blew my expectations out of the water. You&#8217;ll see why at the end.</p><p>Throughout the episode we talk about why most recruiting teams still aren&#8217;t using AI in any meaningful way years into the hype cycle, and why that&#8217;s not a failure of recruiters but a signal that the problems haven&#8217;t been framed correctly. Erin breaks down the difference between sourcing and recruiting, and why understanding the business is still the most under-leveraged skill in the function. We get into why AI doesn&#8217;t replace recruiters so much as it compresses headcount, and why confusing those two ideas has created a lot of unnecessary fear in the market. </p><p>We also get into the parts of recruiting that don&#8217;t show up in dashboards, like:</p><ul><li><p>Why being in standups with hiring teams matters. </p></li><li><p>Why trust sits with recruiters more than almost any other role. </p></li><li><p>Why symmetry of information is the real unlock in hiring. </p></li><li><p>Why video outreach works not because it&#8217;s novel, but because it restores context and humanity. </p></li><li><p>And why so many teams are still solving the same problems they were solving a decade ago, just with shinier tools.</p></li></ul><p>If you care about craft, signal, and outcomes in recruiting right now, give it a listen and send this to a recruiter friend.</p><p>If you&#8217;ve ever felt skeptical of the AI hype, frustrated by broken ops, or convinced that recruiting is more art than automation, there&#8217;s a lot to learn from how Erin thinks about the work. And I agree on a ton of it. </p><p>Thanks for coming on the show, Erin. This is truly one of those fast friendships. You&#8217;re the man.</p><p>Connect with him here: https://www.linkedin.com/in/techmatchmaker/ </p><p>(Hah! I just saw the custom LinkedIn url &#8220;Tech Match Maker&#8221; well played, dude.)</p><p><strong>Timestamps</strong><br><strong>00:00</strong> Why the AI replacement question keeps missing the point in recruiting<br><strong>02:00</strong> Erin&#8217;s background and why she&#8217;s skeptical of recruiting hype cycles<br><strong>04:45</strong> Where innovation in recruiting actually starts and why pain, not tools, drives change<br><strong>06:15</strong> Why most recruiting teams still aren&#8217;t using AI two years in<br><strong>07:25</strong> Does AI replace recruiters or just reduce headcount<br><strong>08:40</strong> The danger of personifying AI and why &#8220;AI agents&#8221; miss the mark<br><strong>10:30</strong> Recruiter identity, value, and the difference between amplifying work and replacing people<br><strong>11:35</strong> Sourcing vs recruiting and why understanding the business is the real unlock<br><strong>13:00</strong> Why recruiters need to be in standups, not stuck downstream of decisions<br><strong>14:45</strong> Where recruiters actually develop craft: reps, pressure, and execution<br><strong>16:30</strong> Learning the business and becoming a true partner to hiring managers<br><strong>18:00</strong> Why great recruiters focus on symmetry of information, not volume<br><strong>18:45</strong> Using simple tools like video outreach to create real signal and better responses<br><strong>20:10</strong> What candidates actually want from recruiters right now<br><strong>21:45</strong> Why making candidates feel special still matters more than automation<br><strong>23:00</strong> How fast, decisive hiring beats dragged-out processes<br><strong>24:30</strong> Recruiting trust vs HR trust and why recruiters sit closer to the truth<br><strong>26:00</strong> Why recruiting is undervalued inside most org charts<br><strong>27:30</strong> How layoffs created more experienced, battle-tested recruiters<br><strong>29:00</strong> Recruiters as internal consultants, not resume servers<br><strong>31:00</strong> Broken recruiting business models and the flattening of service quality<br><strong>33:00</strong> A vision for recruiter-to-recruiter collaboration over competition<br><strong>35:00</strong> Why the future of recruiting is simpler, more human, and less hype</p><div><hr></div><h4>Shout out to our sponsor, <strong>Rooster.</strong></h4><p><strong>Rooster </strong>is a native interview scheduling platform built inside Workday Recruiting that eliminates back-and-forth and gives recruiters and candidates a clean self-scheduling experience.</p><p>If you want fewer scheduling errors, faster coordination, and a smoother candidate experience, visit <strong>rooster.us</strong> to book a demo.</p><div><hr></div><h4>Planning your 2026 recruiting events?</h4><p><strong>TalentSphere Summit</strong> is worth checking out, especially if the usual conference circuit isn&#8217;t doing it for you anymore.</p><p>Hosted by Talent Collective, it&#8217;s a two-day, in-person working summit designed around how recruiting actually operates today.</p><p>about AI in recruiting, talent intelligence, candidate fraud, and the systems teams are trying to make work in practice.</p><p>What I like:</p><ul><li><p>Less stage content, more practitioner-led workshops, playbooks, and training sessions</p></li><li><p>Solution sessions, customer success stories, without glossy demos</p></li><li><p>Space to connect, reflect, and recharge with your TA homies</p></li></ul><p>It&#8217;s structured more like a retreat than a traditional industry event, which honestly feels overdue.</p><p>Savannah, GA | Feb 9&#8211;11, 2026</p><p>Vibe Out &#8594; Use my code <strong>BJEFFS</strong> for $200 off.</p><p><a href="https://talentcollective.zohobackstage.com/TalentSphereSummit#/">https://talentcollective.zohobackstage.com/TalentSphereSummit#/</a></p>]]></content:encoded></item><item><title><![CDATA[Customer Case Study]]></title><description><![CDATA[Grayscale Agentic Hiring]]></description><link>https://www.buildingthetalentmachine.com/p/customer-case-study-fee</link><guid isPermaLink="false">https://www.buildingthetalentmachine.com/p/customer-case-study-fee</guid><dc:creator><![CDATA[Brandon Jeffs]]></dc:creator><pubDate>Tue, 27 Jan 2026 23:40:08 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/186022738/1f0e1c97e8637bd4ba9761008ce70b0a.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<p>Some vendors don&#8217;t need an influencer.</p><p>They need proof.</p><p>That was the starting point with <strong>Grayscale</strong>.</p><p>When <strong>Ty Abernethy</strong>, CEO of <strong>Grayscale</strong> came to us, the ask was very specific. <br>They wanted to document real customer stories in a way that felt serious, credible, and respectful of the complexity of high-volume hiring.</p><p>Their buyers are practitioners running massive hiring operations. They don&#8217;t want to be sold to. They want to hear from people doing the work.</p><p>The brief looked like this:</p><ol><li><p>Film real customers, not scripted testimonials</p></li><li><p>Use a true documentarian Q&amp;A format</p></li><li><p>Studio-shot, professional, centered on the subject</p></li><li><p>No influencer energy, no talking heads selling software</p></li><li><p>Let the customer tell the story in their own words</p></li></ol><p>My role was behind the camera, not on it. Asking the questions. Creating space. Letting the conversation unfold the way it would if two operators were talking shop without a marketing team in the room.</p><p>We filmed five customers. Each one became a five-minute standalone story.</p><p>One example is a conversation with <strong>Stephanie Berg</strong>, who supports hiring for a retail organization with more than 35,000 employees and over 50,000 hires a year.</p><p>Her story wasn&#8217;t about features. It was about scale, pressure, and constraints.</p><p>Lean teams. Massive hiring volume. Frontline, professional, and medical roles all moving through the same system. The reality that one or two people often coordinate hiring for hundreds of roles across locations.</p><p>In that context, <strong>Grayscale</strong> shows up as infrastructure.</p><p>Automation that helps candidates take the next step without being chased. Notifications that move people to interviews and onboarding faster. A system that lets a small team do the work of a much larger one.</p><p>But what stood out most wasn&#8217;t the technology.</p><p>It was the partnership.</p><p>Stephanie talked about how <strong>Grayscale</strong> listened when the product didn&#8217;t yet match high-volume reality. How feedback turned into roadmap changes. How the team invested resources to make the platform work for organizations hiring at real scale. That willingness to adapt mattered as much as the automation itself.</p><p>By the end of the conversation, the outcome spoke for itself. Tens of thousands of hires completed across more than a thousand locations in a single year.</p><p><strong>Why work with Building the Talent Machine for custom content?</strong></p><p>Our job was not to polish that story.</p><p>It was to stay out of the way.</p><p>This is why we took a documentary approach. No voiceover. No on-screen persuasion. No forced soundbites. Just a professional environment where practitioners could explain what changed, why it mattered, and how it actually worked in their world.</p><p>That&#8217;s the lane we keep coming back to with HR tech vendors who sell to serious operators.</p><p><strong>How we approached this campaign: </strong></p><ol><li><p>High production quality that signals respect for the buyer</p></li><li><p>A format that centers the customer, not the brand</p></li><li><p>A distribution channel that reaches real practitioners</p></li><li><p>A story that sounds like the hallway conversations buyers already trust</p></li></ol><p>Grayscale didn&#8217;t need to manufacture credibility. They already had it in their customers.</p><p>They just needed a way to document it properly.</p><p>That&#8217;s what we built together.</p><p><strong>Why work with Building the Talent Machine for custom content?</strong></p><p>I&#8217;ve been on the vendor side. I&#8217;ve run marketing campaigns to recruiting buyers with small budgets, produced webinars, hosted events, identified partnerships, launched gifting campaigns, and operated more brand pages on social than I&#8217;d care to admit. I&#8217;ve helped build an agency and a community from zero. And I know how hard it is to cut through when every recruiter&#8217;s feed is flooded with tools promising to fix everything.</p><p>That&#8217;s why I only work with partners I know, like, and trust.</p><p>This is the model we keep coming back to for HR tech vendors who want to reach buyers without burning trust.</p><p><strong>Our model explained:</strong></p><ol><li><p>High quality production</p></li><li><p>Credible on-air talent</p></li><li><p>Distribution to the right audience</p></li></ol><p>As a partnership. And we move quickly. </p><p>Because the vendors that win long-term are the ones that respect recruiters enough to meet them where they are, tell the truth about the problem, and show their work.</p><p>That&#8217;s what we built with <strong>Grayscale</strong>. And that&#8217;s why we&#8217;re <strong>Building the Talent Machine</strong>.</p><p>What you need is a hype man. That&#8217;s where I come in.</p>]]></content:encoded></item><item><title><![CDATA[Customer Case Study]]></title><description><![CDATA[Endorsed Fraud Shield]]></description><link>https://www.buildingthetalentmachine.com/p/customer-case-study</link><guid isPermaLink="false">https://www.buildingthetalentmachine.com/p/customer-case-study</guid><dc:creator><![CDATA[Brandon Jeffs]]></dc:creator><pubDate>Tue, 27 Jan 2026 22:56:44 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/186019358/432e4e05f3b145042cb84d5d6299ce6f.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<p>Over the past year, I&#8217;ve spent a lot of time on the road. Recruiting conferences. Product launches. Vendor events. Hallway conversations that tell you far more than any marketing brief ever will.</p><p>One pattern has been impossible to ignore.</p><p>HR tech vendors are struggling to reach recruiting buyers in a way that feels credible, human, and useful. Not louder. Not more ads. Just clearer signal.</p><p>That&#8217;s the problem <strong>David Head</strong> came to us with.</p><p>David is the founder and CEO of <strong>Endorsed</strong>, and like a lot of founders in this space, he wasn&#8217;t trying to &#8220;do content.&#8221; He was trying to solve a very specific go-to-market challenge.</p><p><em><strong>How do you introduce a serious product to recruiters in a way that actually earns trust?</strong></em></p><p>The brief was straightforward:</p><ol><li><p>Reach real recruiting buyers, not vanity impressions</p></li><li><p>Show the product in context, not in a sales demo</p></li><li><p>Use a credible on-air voice that understands the job</p></li><li><p>Deliver production quality that reflects the seriousness of the problem</p></li><li><p>Create a clear, simple CTA recruiters can act on immediately</p></li></ol><p>The challenge was not awareness and credibility.</p><p>Candidate fraud has quietly become one of the most painful, time-wasting problems inside recruiting teams. Fake resumes. Fake identities. Fake work histories. Teams burning hours just trying to confirm whether an applicant is real before they even get to skills or fit.</p><p>This is the kind of problem recruiters talk about in private, not something they want sold to them with buzzwords.</p><p><strong>So we approached this like a case study, not a campaign.</strong></p><p>We built content around the real conversations recruiters are already having. <br>We focused on showing how the product works inside an actual workflow. </p><p>We kept the story anchored in the recruiter&#8217;s day, not the vendor&#8217;s roadmap.</p><p>Most importantly, <em><strong>we made sure the voice telling the story was someone recruiters already trust</strong></em>, me, Brandon.</p><p>That part matters more than most vendors want to admit.</p><p><strong>Why work with Building the Talent Machine for custom content?</strong></p><p>I&#8217;ve been on the vendor side. I&#8217;ve run marketing campaigns to recruiting buyers with small budgets, produced webinars, hosted events, identified partnerships, launched gifting campaigns, and operated more brand pages on social than I&#8217;d care to admit. I&#8217;ve helped build an agency and a community from zero. And I know how hard it is to cut through when every recruiter&#8217;s feed is flooded with tools promising to fix everything.</p><p>That&#8217;s why I only work with partners I know, like, and trust. </p><p><strong>Endorsed </strong>didn&#8217;t need a louder message. They needed a <em>clearer</em> one.</p><p>The result was simple, high-signal content that did three things well:</p><ol><li><p>It framed the problem in the language recruiters already use</p></li><li><p>It showed the product solving that problem in real time</p></li><li><p>It gave viewers a clear next step without pressure</p></li></ol><p>No fluff. No hype. Just a product solving a real issue, explained by someone who understands the job on the platform recruiters built, LinkedIn.</p><p>This is the model we keep coming back to for HR tech vendors who want to reach buyers without burning trust.</p><p><strong>Our model explained:</strong></p><ol><li><p>High quality production</p></li><li><p>Credible on-air talent</p></li><li><p>Distribution to the right audience</p></li></ol><p>Not as a campaign. As a partnership. And we move quickly.</p><p>Because the vendors that win long-term are the ones that respect recruiters enough to meet them where they are, tell the truth about the problem, and show their work.</p><p>That&#8217;s what we built with Endorsed. And that&#8217;s why we&#8217;re <strong>Building the Talent Machine</strong>. <br><br>What you need is a hype man. That&#8217;s where I come in. </p>]]></content:encoded></item><item><title><![CDATA[Preview Episode 024 w/ Tommy Hansen]]></title><description><![CDATA[The Future of Recruiting is Talent Engineering]]></description><link>https://www.buildingthetalentmachine.com/p/preview-episode-024-w-tommy-hansen</link><guid isPermaLink="false">https://www.buildingthetalentmachine.com/p/preview-episode-024-w-tommy-hansen</guid><dc:creator><![CDATA[Brandon Jeffs]]></dc:creator><pubDate>Sat, 24 Jan 2026 23:59:14 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/185676634/d2da0edaca06ed8bea0acd50502308bf.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<p>Okay maybe not in all industries, but tech recruiters like <strong>Tommy Hansen</strong> are on the front lines of advanced workflows, creating memorable candidate experiences that convert elite talent, quickly. And yes, they&#8217;re using AI.</p><p>Tommy Hansen has built the talent machine at Juniper Square, where he&#8217;s led recruiting through rapid growth and cultural transformation. Over the years, Tommy has scaled global hiring, built a values-driven talent function from the ground up, and helped shape Juniper Square&#8217;s mission to make private markets more accessible. He also serves as Chair of the company&#8217;s Pride ERG, creating safe, authentic spaces for LGBTQIA+ employees while driving inclusion across the business.</p><p>In this conversation, Tommy and I get into what modern recruiting actually looks like when you&#8217;re building inside a high-growth tech company and trying to keep quality, speed, and candidate experience moving in the same direction. We talk about how AI is changing the work past sourcing, why the smartest teams are investing in RecOps as an operating system, and what it takes to develop recruiters who can keep up with the next era of hiring.</p><p>Tommy&#8217;s perspective is needed right now and he&#8217;s someone in the industry I respect a ton. (Literally go ask anyone, he&#8217;s legit as they come.) And right now with so much dialogue on tooling and the headlines about AI litigation, the teams who win will not be the ones who stack the most tools. They&#8217;ll be the ones who design better workflows, build real accountability into the interview process, and protect the human side of hiring even as automation increases. We also spend time on the practical reality of AI interviewers, what it solves, what it risks, and how to roll it out without creating a worse candidate experience in the name of efficiency.</p><p>If you&#8217;re a recruiter, RecOps leader, or TA owner wondering what &#8220;future-ready&#8221; actually means, this episode is a grounded look at where things are headed and what you can start building now. Mad respect to Tommy.</p><p>Connect with him here: https://www.linkedin.com/in/tommy-hansen-a3497626/</p><p><strong>Timestamps</strong><br><strong>03:20</strong> - What it looks like to build a talent function through growth and change<br><strong>07:10</strong> - AI in recruiting is moving past sourcing and into screening and decision-making<br><strong>12:05</strong> - AI interviewers: where they help, where they can backfire, and how to roll them out thoughtfully<br><strong>18:40</strong> - RecOps as talent engineering and why workflows matter more than tool count<br><strong>24:15</strong> - Developing recruiters with business acumen, not just task specialization<br><strong>30:30</strong> - Interview quality, hiring manager accountability, and what interview intelligence unlocks<br><strong>37:10</strong> - Candidate experience in an era of high volume and AI-generated noise<br><strong>42:50</strong> - What Tommy would do differently with AI adoption and internal enablement<br><strong>47:30</strong> - The skills that will matter most for recruiters over the next few years</p><div><hr></div><p>Shout out to our sponsor, <strong>Rooster.</strong></p><p><strong>Rooster </strong>is a native interview scheduling platform built inside Workday Recruiting that eliminates back-and-forth and gives recruiters and candidates a clean self-scheduling experience.</p><p>If you want fewer scheduling errors, faster coordination, and a smoother candidate experience, visit <strong>rooster.us</strong> to book a demo.<br><br>Quick note: I appreciate you being here and supporting <strong>Building the Talent Machine</strong>. If this one sparked ideas for how your team should evolve your recruiting workflows, share it with a recruiting leader or RecOps partner who&#8217;s building for the next cycle. And let me know in a quick email reply what you&#8217;re working on these days.</p>]]></content:encoded></item><item><title><![CDATA[Episode 024 w/ Tommy Hansen]]></title><description><![CDATA[The Future of Recruiting is Talent Engineering]]></description><link>https://www.buildingthetalentmachine.com/p/episode-024-w-tommy-hansen</link><guid isPermaLink="false">https://www.buildingthetalentmachine.com/p/episode-024-w-tommy-hansen</guid><dc:creator><![CDATA[Brandon Jeffs]]></dc:creator><pubDate>Sat, 24 Jan 2026 22:23:32 GMT</pubDate><enclosure url="https://api.substack.com/feed/podcast/185601174/64495b18bb9f1f608901ecb0b01bb805.mp3" length="0" type="audio/mpeg"/><content:encoded><![CDATA[<p>Okay maybe not in all industries, but tech recruiters like <strong>Tommy Hansen</strong> are on the front lines of advanced workflows, creating memorable candidate experiences that convert elite talent, quickly. And yes, they&#8217;re using AI.</p><p>Tommy Hansen has built the talent machine at Juniper Square, where he&#8217;s led recruiting through rapid growth and cultural transformation. Over the years, Tommy has scaled global hiring, built a values-driven talent function from the ground up, and helped shape Juniper Square&#8217;s mission to make private markets more accessible. He also serves as Chair of the company&#8217;s Pride ERG, creating safe, authentic spaces for LGBTQIA+ employees while driving inclusion across the business.</p><p>In this conversation, Tommy and I get into what modern recruiting actually looks like when you&#8217;re building inside a high-growth tech company and trying to keep quality, speed, and candidate experience moving in the same direction. We talk about how AI is changing the work past sourcing, why the smartest teams are investing in RecOps as an operating system, and what it takes to develop recruiters who can keep up with the next era of hiring.</p><p>Tommy&#8217;s perspective is needed right now and he&#8217;s someone in the industry I respect a ton. (Literally go ask anyone, he&#8217;s legit as they come.) And right now with so much dialogue on tooling and the headlines about AI litigation, the teams who win will not be the ones who stack the most tools. They&#8217;ll be the ones who design better workflows, build real accountability into the interview process, and protect the human side of hiring even as automation increases. We also spend time on the practical reality of AI interviewers, what it solves, what it risks, and how to roll it out without creating a worse candidate experience in the name of efficiency.</p><p>If you&#8217;re a recruiter, RecOps leader, or TA owner wondering what &#8220;future-ready&#8221; actually means, this episode is a grounded look at where things are headed and what you can start building now. Mad respect to Tommy.</p><p>Connect with him here: https://www.linkedin.com/in/tommy-hansen-a3497626/</p><p><strong>Timestamps</strong><br><strong>03:20</strong> - What it looks like to build a talent function through growth and change<br><strong>07:10</strong> - AI in recruiting is moving past sourcing and into screening and decision-making<br><strong>12:05</strong> - AI interviewers: where they help, where they can backfire, and how to roll them out thoughtfully<br><strong>18:40</strong> - RecOps as talent engineering and why workflows matter more than tool count<br><strong>24:15</strong> - Developing recruiters with business acumen, not just task specialization<br><strong>30:30</strong> - Interview quality, hiring manager accountability, and what interview intelligence unlocks<br><strong>37:10</strong> - Candidate experience in an era of high volume and AI-generated noise<br><strong>42:50</strong> - What Tommy would do differently with AI adoption and internal enablement<br><strong>47:30</strong> - The skills that will matter most for recruiters over the next few years</p><div><hr></div><p>Shout out to our sponsor, <strong>Rooster.</strong></p><p><strong>Rooster </strong>is a native interview scheduling platform built inside Workday Recruiting that eliminates back-and-forth and gives recruiters and candidates a clean self-scheduling experience.</p><p>If you want fewer scheduling errors, faster coordination, and a smoother candidate experience, visit <strong>rooster.us</strong> to book a demo.<br><br>Quick note: I appreciate you being here and supporting <strong>Building the Talent Machine</strong>. If this one sparked ideas for how your team should evolve your recruiting workflows, share it with a recruiting leader or RecOps partner who&#8217;s building for the next cycle. And let me know in a quick email reply what you&#8217;re working on these days. </p><p>-Brandon</p>]]></content:encoded></item></channel></rss>