People Science Podcast

Hosted by Christine Nichlos

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Oct 2026

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Hosting a robust network of HR Leaders who address topics important to our profession can be invaluable. Our podcasts address hot topics and encourage all voices to be heard.

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37 recent

October 15, 2026Episode 1220 min

AI Saves Recruiters 6 Hours a Week. Now What? | Talent Architects Ep. 12

How can talent acquisition leaders turn AI time savings into better recruiting outcomes? At People Science, AI-powered recruiting tools are saving recruiters approximately 6 hours per week , up from 4 hours when an AI candidate-synopsis feature first launched in Hiregate. But saving time is only half the equation. What should recruiters do with the hours AI gives back? In Episode 12 of Talent Architects, Christine Nichlos, Jessica Oberto, and Lindsey Roundtree discuss AI in talent acquisition, recruiter productivity, workforce planning, and how TA leaders can measure the real return on their recruiting technology investments. In this episode, you'll learn: How much time can AI save recruiters? Why People Science recruiters went from saving 4 hours to approximately 6 hours per week as AI adoption and training progressed. How should recruiters use the time AI saves? Why TA leaders should prioritize strategic sourcing, retention, candidate engagement, coaching, and data analysis instead of simply increasing recruiter workloads. How can the Eisenhower Matrix improve recruiting productivity? Using Stephen Covey's four time-management quadrants to shift from urgent, reactive tasks toward important, proactive work. How long does AI adoption take? Why AI readiness assessments, phased implementation, and 30-, 60-, or 90-day evaluation periods matter. How do you measure AI recruiting ROI? Tracking time savings, recruiter productivity, and technology profitability to determine whether an AI tool continues to deliver value. When should you replace a recruiting technology tool? Why a sourcing platform that paid for itself in six months may no longer make sense when hiring needs change. What should TA leaders ask AI vendors? Why product roadmaps, free trials, and flexible contracts matter when evaluating recruiting technology. The takeaway: AI adoption in recruiting isn't just about doing the same work faster. It's about creating capacity for higher-value work and making intentional decisions about where recruiters spend their time. Who should listen? Talent Acquisition leaders, CHROs, HR executives, recruiting operations professionals, and workforce strategy teams evaluating AI recruiting tools, recruiter productivity, and recruiting technology ROI. Get the episode worksheet: Message People Science on LinkedIn to request the Covey's Four Quadrants worksheet discussed in this episode. About Talent Architects Talent Architects is a weekly talent acquisition podcast from People Science, hosted by CEO Christine Nichlos. The show explores recruiting strategy, AI adoption, workforce planning, and the evolving role of Talent Acquisition. About People Science Founded in 1997, People Science helps organizations solve complex talent challenges through Talent Advisory, Recruitment Process Outsourcing (RPO), Staff Augmentation, and Hiregate, our proprietary Recruiter Candidate Tracking System (RCTS). Learn more: https://people-science.com #TalentAcquisition #AIRecruiting #RecruitingTechnology #TalentArchitects #PeopleScience #Hiregate

October 8, 2026Episode 1114 min

Time to Fill Is Dead. Measure This Instead. | Talent Architects Episode 11

Is AI inflating your recruiting metrics, and what should TA leaders measure instead? At People Science, COO Jessica Oberto argues that AI is inflating time to fill, applicants per requisition, sourcing volume, and messages sent without improving a single hire. As AI compresses sourcing, screening, and scheduling, speed and volume tell TA leaders very little about whether hiring is actually getting better. So what should replace them, and how do you tell whether AI is making your funnel better or just faster? In Episode 11 of Talent Architects, Christine Nichlos, Jessica Oberto, and Lindsey Roundtree discuss recruiting metrics, AI in talent acquisition, value of hire, and how TA leaders can build a scorecard that reflects quality, fairness, and where recruiter time goes. In this episode, you'll learn: Which recruiting metrics is AI inflating? Time to fill, applicants per rec, sourcing volume, and messages sent can all improve as AI compresses sourcing, screening, and scheduling, without producing better hires. What should TA leaders measure instead? Stage conversion, slate acceptance, outreach engagement, and recruiter time reclaimed and reinvested show whether AI is making the funnel better, not just faster. How can you tell whether your AI reporting is trustworthy? Check quality of hire, false negatives, and compliance and risk exposure from the AI tools in your process. Which business outcomes should recruiting metrics connect to? Time to productivity, cost of vacancy, first-year attrition, and diversity and risk exposure. What is "value of hire"? Lindsey Roundtree's term for measuring a hire's long-term contribution, including how long they stay and the value they bring to customers and the organization, rather than quality of hire alone. Should you scrap your recruiting process because of AI? Christine says to scrap the old playbook but keep what works, and Lindsey advises assessing which tools are delivering a return before replacing anything. How does Hiregate help? People Science uses Hiregate internally to track where AI is used in the recruiting process and what the outcomes of those hires are. The takeaway: AI can make recruiting faster without making it better. The scorecard has to shift from how fast and how much to how good, how fair, and where human time went. Who should listen? Talent Acquisition leaders, CHROs, HR executives, recruiting operations professionals, and workforce strategy teams evaluating recruiting metrics, AI recruiting tools, and recruiting technology ROI. Get the one-pager: Message People Science on LinkedIn to request the one-pager from this episode. Visiting HR Tech in Las Vegas? Find People Science at booth 2633. About Talent Architects Talent Architects is a weekly talent acquisition podcast from People Science, hosted by CEO Christine Nichlos. The show explores recruiting strategy, AI adoption, workforce planning, and the evolving role of Talent Acquisition. About People Science Founded in 1997, People Science helps organizations solve complex talent challenges through Talent Advisory, Recruitment Process Outsourcing (RPO), Staff Augmentation, and Hiregate, our proprietary Recruiter Candidate Tracking System (RCTS). Learn more: https://people-science.com #TalentAcquisition #RecruitingMetrics #AIRecruiting #TalentArchitects #PeopleScience #Hiregate

October 1, 2026Episode 1017 min

The Data Disconnect We Found at RecFest| Talent Architects Episode 10

Jessica Oberto and Lindsey Roundtree just got back from RecFest with a clear pattern: recruiters are still tracking critical data in notebooks and spreadsheets because their ATS was never built to hold it, and leadership can't answer basic questions like true source of hire or true ROI on their AI stack. Christine Nichlos explains why this disconnect exists, and why it's exactly the gap Hiregate was built to close. In this episode, Christine, Jessica, and Lindsey cover: Why recruiters and TA leadership have very different pain points around data, even though they're circling the same core problem Why most organizations can't answer basic questions like true source of hire or how long candidates sit at each recruiting stage Why an ATS tracks applicants, not the full recruiting process, and why that gap is where most organizations lose visibility How Hiregate unifies sourcing, engagement, and outcome data into one system instead of scattered spreadsheets and recruiter notebooks An example of how calculating the real cost of an open seat can turn a stalled compensation conversation into a clear, data-backed decision How having real, predictive data changes recruiting from reactive guesswork into a planned, defensible process This session is for Talent Acquisition leaders, HR executives, and recruiting operations teams looking to bring structure to AI adoption in hiring. About Talent Architects: Talent Architects is a weekly show from People Science covering what's actually happening in talent acquisition, hosted by Christine Nichlos. People Science has helped organizations solve complex talent challenges since 1997 through Talent Advisory, RPO, Staff Augmentation, and Hiregate, our proprietary Recruiter Candidate Tracking System (RCTS). Learn more at people-science.com. #TalentAcquisition #TalentArchitects #PeopleScience #Hiregate #RPO #HRStrategy #Recruiting #WorkforcePlanning #RecFest #RecruitingData

September 17, 2026Episode 926 min

AI Leaders Want to Pause Development. Should You? | Talent Architects Episode 9

Anthropic CEO Dario Amodei just called for a halt on AI development until safeguards catch up with its capabilities, warning specifically about autonomous agents, cyber risk, and biological weapons misuse. OpenAI, Google DeepMind, Elon Musk, and Microsoft's leadership are echoing the same concern. At the same time, new data shows 73% of enterprise organizations are already using AI, but only about 7% are passing their AI audits. Christine Nichlos, Jessica Oberto, and Lindsey Roundtree unpack what's actually happening, what's motivating the call to slow down, and what it means for how you build AI into talent acquisition right now. In this episode, Christine, Jessica, and Lindsey cover: Why AI leaders like Dario Amodei, Sam Altman, and Demis Hassabis are calling for a pause on development, and whether it's about public safety, business competition, or both Why 73% of enterprises are already using AI, but fewer than 10% are passing AI compliance audits Why staying narrowly focused on one work function, like customer service, gives HR more real influence over AI than trying to govern it broadly A breakdown of the federal and state AI regulations already in motion, including AI-related unemployment protections, the "No Robot Bosses Act," and the "Stop Spying Bosses Act" Why bringing legal, compliance, and IT into AI conversations from day one protects TA's seat at the table Why "AI is going to slow down" doesn't mean stop learning it, using it, or preparing your workforce for it This session is for Talent Acquisition leaders, HR executives, and recruiting operations teams looking to bring structure to AI adoption in hiring. About Talent Architects: Talent Architects is a weekly show from People Science covering what's actually happening in talent acquisition, hosted by Christine Nichlos. People Science has helped organizations solve complex talent challenges since 1997 through Talent Advisory, RPO, Staff Augmentation, and Hiregate. Learn more at people-science.com. #TalentAcquisition #TalentArchitects #PeopleScience #Hiregate #RPO #HRStrategy #Recruiting #WorkforcePlanning #AIinRecruiting #AIRegulation #AISafety

September 3, 2026Episode 820 min

Should AI Be Taxed? | Talent Architects Episode 8

Bill Gates raised two big questions last week: should certain jobs stay permanently human, regardless of what AI can do? And should companies pay a tax on automation the way they pay employment taxes on people? Christine Nichlos, Jessica Oberto, and Lindsey Roundtree dig into both, and get into the real, unglamorous cost problem nobody's talking about yet: AI tokens. In this episode, Christine, Jessica, and Lindsey cover: Why Bill Gates argues some work should be "human-reserved," kept human by choice, not by capability Whether taxing AI automation would slow adoption for mid-market companies, who are actually moving fastest on AI right now Why token and credit limits are already causing real friction internally, and why that cost model may not be sustainable long-term Why short contracts, not long-term commitments, are the safest way to pilot new AI tools right now How the work architect framework helps decide which roles stay human, which get augmented, and which get automated Why the future of work isn't being decided by AI, but by the leadership choices organizations make about it This session is for Talent Acquisition leaders, HR executives, and recruiting operations teams looking to bring structure to AI adoption in hiring. About Talent Architects: Talent Architects is a weekly show from People Science covering what's actually happening in talent acquisition, hosted by Christine Nichlos. People Science has helped organizations solve complex talent challenges since 1997 through Talent Advisory, RPO, Staff Augmentation, and Hiregate. Learn more at people-science.com. #TalentAcquisition #TalentArchitects #PeopleScience #Hiregate #RPO #HRStrategy #Recruiting #WorkforcePlanning #AIinRecruiting #AITax

August 27, 2026Episode 717 min

Is AI Making Hiring Bias Worse? | Talent Architects Episode 6

Naive observers watching a silent interview clip made the exact same hiring decision as the trained interviewer, after just 10 seconds. Christine Nichlos and COO Jessica Oberto dig into unconscious bias in the interview process, and what happens when AI, trained on data that's roughly 40% sourced from Reddit, inherits those same blind spots at scale. In this episode, Christine and Jessica cover: Why a landmark study found interview outcomes could be predicted from just 10 seconds of silent video, and what that reveals about unconscious bias Why AI doesn't remove bias from hiring, it can scale whatever bias already exists in your process if it goes unmonitored Why roughly 40% of AI training data comes from Reddit, and what that platform's demographics mean for the recommendations AI generates Why smaller, more controllable AI suppliers are becoming attractive to CHROs who want real influence over their tools How one AI tool saved an organization nearly $2 million for a $20,000 annual cost, and why most AI tools still don't work as promised Why human governance and accountability can't be removed from the hiring process, even as AI takes on more of the work This session is for Talent Acquisition leaders, HR executives, and recruiting operations teams looking to bring structure to AI adoption in hiring. About Talent Architects: Talent Architects is a weekly show from People Science covering what's actually happening in talent acquisition, hosted by Christine Nichlos. People Science has helped organizations solve complex talent challenges since 1997 through Talent Advisory, RPO, Staff Augmentation, and Hiregate. Learn more at people-science.com. #TalentAcquisition #TalentArchitects #PeopleScience #Hiregate #RPO #HRStrategy #Recruiting #WorkforcePlanning #AIBias #AIinRecruiting

August 20, 2026Episode 614 min

Talent Architects Recap: Catch Up + Where to Find Us This Fall

No new episode this week, so we're using this one to catch you up. After you watch this recap, you can go back and catch up on the first 5 episodes of Talent Architects. We're also hitting the road this fall. Come see us in person: RecFest Nashville, September HR Tech Vegas, October IPMI (The HR Management Institute), Orlando, October We'll be back next week with a brand new episode. About Talent Architects: Talent Architects is a weekly show from People Science covering what's actually happening in talent acquisition, hosted by Christine Nichlos. People Science has helped organizations solve complex talent challenges since 1997 through Talent Advisory, RPO, Staff Augmentation, and Hiregate. Learn more at people-science.com. #TalentAcquisition #TalentArchitects #PeopleScience #Hiregate #RPO #HRStrategy #Recruiting #WorkforcePlanning #RecFest #HRTech

August 13, 2026Episode 512 min

Beyond the Theory: What the AI Data Is Actually Showing Us | Talent Architects Episode 5

Most conversations about AI in recruiting are still theoretical. This episode isn't. Christine Nichlos and COO Jessica Oberto are joined by Lindsey Roundtree, People Science's Chief of Talent and Product, to share real, tracked results from Hiregate's own AI implementation, including an 8-day drop in time-to-interview after automating candidate and hiring manager scheduling. In this episode, Christine, Jessica, and Lindsey cover: Why the latest jobs report doesn't signal a slowing hiring market, and what the data actually shows instead How automating interview scheduling cut time-to-interview by 8 days in a high-volume recruiting environment Why AI-led first-round screening is already standard in tech recruiting, and what organizations risk by not adopting it How giving candidates and hiring managers scheduling autonomy accelerates the process without sacrificing experience Why new roles like Chief of AI are emerging, and what that signals about job creation, not just job loss, in TA Why the outcomes of AI-assisted hires need to be tracked long-term to know which parts of recruiting should stay automated versus manual This session is for Talent Acquisition leaders, HR executives, and recruiting operations teams looking to bring structure to AI adoption in hiring. About Talent Architects: Talent Architects is a weekly show from People Science covering what's actually happening in talent acquisition, hosted by Christine Nichlos. People Science has helped organizations solve complex talent challenges since 1997 through Talent Advisory, RPO, Staff Augmentation, and Hiregate. Learn more at people-science.com. #TalentAcquisition #TalentArchitects #PeopleScience #Hiregate #RPO #HRStrategy #Recruiting #WorkforcePlanning #AIinRecruiting #RecruitingData

August 6, 2026Episode 419 min

Flipping the Narrative on AI in Talent Acquisition | Talent Architects Episode 4

"AI is going to replace most of the work in Talent Acquisition." Christine Nichlos, founder and CEO of People Science and Hiregate, opens this episode with that claim, then makes the case for why TA leaders should flip the question entirely: instead of asking "where can I apply AI," ask "where do I apply people." In this episode, Christine and COO Jessica Oberto walk through the new talent ecosystem in practice, starting with AI agents first, and show what it actually looks like to become the architect of how work gets done. In this episode, Christine and Jessica cover: Why TA should map what AI agents can already do before deciding where people are actually needed How building real relationships with AI vendors, not just using their tools, gives TA more influence over how those tools get built Why contingent talent, outsourcing, temp workers, and contract firms, help organizations stay flexible as the experienced workforce shrinks How AI can calculate real training time and cost for internal talent before defaulting to an external hire Why layered, vetted referral programs outperform simply trusting who an employee recommends Why sourcing and incoming applicants remain the most familiar part of the ecosystem, and how they still fit into the bigger picture This session is for Talent Acquisition leaders, HR executives, and recruiting operations teams looking to bring structure to AI adoption in hiring. About Talent Architects: Talent Architects is a weekly show from People Science covering what's actually happening in talent acquisition, hosted by Christine Nichlos. People Science has helped organizations solve complex talent challenges since 1997 through Talent Advisory, RPO, Staff Augmentation, and Hiregate. Learn more at people-science.com. #TalentAcquisition #TalentArchitects #PeopleScience #Hiregate #RPO #HRStrategy #Recruiting #WorkforcePlanning #TalentEcosystem #AIinRecruiting #WorkArchitect

August 4, 2026Episode 320 min

Scrap the Job Description: The Rise of the Work Architect | Talent Architects Ep. 3

Every part of talent acquisition, no matter how you look at it, is heading toward automation. Christine Nichlos, founder and CEO of People Science and Hiregate, argues that's exactly why TA professionals need to stop waiting to be told what their role becomes next and start owning it themselves. In this episode, Christine and COO Jessica Oberto lay out what it actually means to shift from tactical recruiter to work architect, and why the organizations that make that shift now will have a real competitive advantage. In this episode, Christine and Jessica cover: Why recruiters need to move from executing tasks to designing how work gets done, and take that seat at the leadership table How TA can own the relationship with AI vendors instead of reacting to whatever tools IT or leadership adopt first Why contingent staffing, contractors, temps, and outsourcing keep giving organizations a competitive edge as technology shifts every few months How to use AI to evaluate whether internal talent can be trained up in time, or whether a role needs to be filled externally Why most referral programs go untracked, and how that blind spot quietly costs organizations Why sourcing and incoming applicants are already the two areas where AI is delivering the clearest results today This session is for Talent Acquisition leaders, HR executives, and recruiting operations teams looking to bring structure to AI adoption in hiring. About Talent Architects: Talent Architects is a weekly show from People Science covering what's actually happening in talent acquisition, hosted by Christine Nichlos. People Science has helped organizations solve complex talent challenges since 1997 through Talent Advisory, RPO, Staff Augmentation, and Hiregate. Learn more at people-science.com. #TalentAcquisition #TalentArchitects #PeopleScience #Hiregate #RPO #HRStrategy #Recruiting #WorkforcePlanning #TalentEcosystem #AIinRecruiting #WorkArchitect