Episodios

  • The Hidden Benefits of Job Hopping: What HR Needs to Know
    Mar 19 2026
    What if the candidate with the “messy” résumé is actually the one who ramps fastest? Rebecca Kehoe from Cornell University breaks down what HR gets wrong about job hopping, why onboarding matters more than most teams realize, and how performance, culture fit, and career transitions are more connected than we think. In this episode, Rebecca Kehoe shares research on how job hoppers often come up to speed faster, adapt to organizational norms more efficiently, and can show measurable impact within just a few months. The conversation explores onboarding, the role of “unlearning” during career transitions, post-COVID hiring patterns, internal mobility, and what this research means for how organizations evaluate talent. Guest Rebecca Kehoe is an Associate Professor at Cornell University’s ILR School where her research focuses on human capital, employee mobility, performance, and how organizations develop talent over time. Her work helps HR leaders better understand hiring outcomes, onboarding effectiveness, and the long-term impact of workforce mobility. LinkedIn: https://www.linkedin.com/in/rebecca-kehoe-a94b871/Cornell ILR School: https://www.ilr.cornell.edu/people/rebecca-kehoe Key Takeaways Employees who have moved between roles or organizations frequently ramp faster because they’ve already built the muscle of entering new environments, learning systems quickly, and adapting to unfamiliar cultural norms. The speed at which new hires succeed is heavily influenced by onboarding. Organizations with structured onboarding programs help employees translate prior experience into performance far more quickly than those that treat onboarding as an afterthought. Career transitions require a period of “unlearning.” Employees must let go of habits, assumptions, and processes from previous workplaces before they can fully align with the expectations and workflows of a new organization. Performance impact can emerge sooner than many companies assume. Research discussed in the episode suggests meaningful differences in ramp time and contribution can appear within roughly the first five months. Internal mobility can deliver many of the same benefits associated with external job changes. When organizations intentionally design pathways for employees to move between roles, they build adaptability and development while retaining institutional knowledge. Connect with Us William Tincup LinkedIn: https://www.linkedin.com/in/tincup/Ryan Leary LinkedIn: https://www.linkedin.com/in/ryanleary/ Connect with WRKdefined on your favorite social network Site: http://www.wrkdefined.com TikTok: https://www.tiktok.com/@wrkdefined LinkedIn: https://www.linkedin.com/company/wrkdefined Facebook: https://www.facebook.com/WRKdefined/ Twitter (X): https://twitter.com/WRKdefined Substack: https://wrkdefined.substack.com/ Cornell's ILR School offers exceptional HR master's programs that combine rigorous academics with practical application. We offer programs designed for professionals with 2-5 years of experience and for executives with 8+ years of HR experience. Engage with world-renowned faculty, connect with HR executives, and become part of Cornell's prestigious alumni network. Take your career and organization to the next level with a Master’s from Cornell. Learn more about ILR’s Graduate Degree Programs Learn more about your ad choices. Visit megaphone.fm/adchoices
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    36 m
  • The New Rules of HR Tech Funding: Inside ADP Ventures with Oz Khan
    Mar 16 2026
    In this episode, Oz Khan (Head of ADP Ventures) joins William Tincup and Ryan Leary to discuss the shifting landscape of HR Tech investing. Learn why the Series A definition has changed, how AI-native startups are disrupting traditional SaaS models, and the strategic logic behind Build vs. Buy decisions at the enterprise level. Episode Overview: Technology constantly changes the "wrapper," but the core challenges of HR—hiring, performance, and workforce management—remain the same. As the head of ADP Ventures, Oz Khan breaks down how the market is moving toward global HCM opportunities and why a founder's narrative is just as important as their data. Key Takeaways: The New Series A: Why fewer deals are happening, but valuations for top-tier companies remain high. SaaS vs. AI-Native: How to distinguish between durable software businesses and fast-growing AI startups. The Investment Signal: Why AI is no longer an "add-on" but a core requirement for future upside. Global Expansion: Why the biggest HR Tech opportunities are currently sitting outside the U.S. market. Strategic Growth: When should a company build a feature internally versus acquiring a partner? The Founder’s Edge: How to craft a story of traction and market fit that wins over venture capital. Guest: Oz Khan, Head of ADP Ventures Oz leads investment strategies at ADP Ventures, focusing on early-stage companies that are redefining workforce innovation and the future of work. Topics Covered: HR Tech Trends, ADP Ventures, AI in HR, Venture Capital Strategy, HR Innovation, Startup Funding 2024, Global HCM Markets, SaaS vs AI, Human Capital Management. Hosts: William Tincup (LinkedIn: www.linkedin.com)Ryan Leary (LinkedIn: www.linkedin.com) Connect with WRKdefined:⁠Website⁠ | ⁠Substack⁠ | ⁠YouTube⁠ Learn more about your ad choices. Visit megaphone.fm/adchoices
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    49 m
  • How Internal Mobility Really Works: Insights from Cornell ILR’s JR Keller
    Feb 3 2026
    Internal mobility is one of the most misunderstood dynamics in modern organizations. JR Keller brings the empirical lens that most leaders never get. His research at Cornell University’s ILR School unpacks how hiring decisions are made, how managers balance team performance with talent development, and why employees often misinterpret the signals around opportunity. This episode moves past slogans and gets into the real mechanics: incentives, culture, language, and the behavioral patterns that shape who advances and who doesn’t. In this episode we talk about internal mobility, talent development, hiring decisions, HR management, employee advancement, organizational culture, AI in HR, career progression, talent acquisition, leadership. Key Takeaways JR’s research shows that mobility isn’t blocked by a lack of roles. It’s blocked by the human calculus managers make when deciding whether to release talent. Managers optimize for stability and predictability, and the system often rewards that behavior. Until incentives align with mobility, even the best programs stall. Lateral moves carry more long-term value than most organizations acknowledge. JR’s empirical work reveals that sideways transitions often generate broader skill acquisition, better visibility, and stronger future promotion velocity. Companies that treat lateral movement as legitimate progression see healthier internal pipelines and more resilient talent. AI has a role, but not the one most leaders assume. JR frames it as a mechanism to surface overlooked skills, reduce noise in matching, and create visibility into internal pathways. Technology can correct informational gaps, but it cannot override psychological safety or managerial trust. Culture decides whether mobility sticks. Employees and organizations share responsibility for mobility outcomes. JR emphasizes that employees must actively navigate their own careers while organizations must remove structural friction. When both sides commit to transparency, aligned incentives, and meaningful development pathways, internal mobility becomes a strategic advantage instead of a persistent frustration. Chapters: 00:00 J.R. Keller, Faculty Director, Executive Master of Human Resource Management (EMHRM) 03:00 Research Focus: Internal Mobility and Hiring Decisions 05:52 Challenges in Internal Mobility: The Role of Managers 08:37 Talent Hoarding: Understanding Managerial Behavior 11:56 The Value Proposition of Promoting Talent 14:51 Incentivizing Managers to Promote Talent 17:46 Cultural Shifts for Internal Mobility 20:48 The Future of Talent Mobility and AI's Role 24:21 Empowering Employees Through Technology 25:21 The Role of AI in Job Matching 27:03 Balancing Skills and Development 28:03 Ownership of Internal Mobility 29:34 The Disconnect in Talent Acquisition 32:17 The Importance of Onboarding for Internal Hires 34:23 Lateral Moves as Career Advancement 38:46 Redefining Promotions and Career Growth Featured Guest JR Keller, Faculty Director, Executive Master of Human Resource Management (EMHRM) LinkedIn: https://www.linkedin.com/in/jrkeller/ Cornell ILR EMHRM: https://www.ilr.cornell.edu/ Cornell ILR Latest Research: https://www.ilr.cornell.edu/faculty-and-research Hosts William Tincup, Co-founder , WRKdefined LinkedIn: https:// linkedin.com/in/tincup Ryan Leary, Co-founder, WRKdefined LinkedIn:htps://linkedin.com/in/ryanleary Connect with Us Site: http://www.wrkdefined.comTikTok: https://www.tiktok.com/@wrkdefinedLinkedIn: https://www.linkedin.com/company/wrkdefinedFacebook: https://www.facebook.com/WRKdefined/Twitter (X): https://twitter.com/WRKdefinedSubstack: https://wrkdefined.substack.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices
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    48 m
  • AI Recruiting: Why Findem + Getro Changes Talent Intelligence
    Dec 23 2025
    Is your AI recruiting strategy actually working, or just scaling bad data? In this episode of WRKdefined, William Tincup and Ryan Leary sit down with Hari Kolam (Findem) and Maveric (Getro) to break down their landmark acquisition and what it means for the Future of Talent Acquisition. The Death of the Static Job Post: Why "intelligent outcomes" are replacing traditional hiring volume. What You’ll Learn About Talent Intelligence: Data Integrity: Why AI fails in HR when the data foundation is fragmented. The Power of Weak Ties: How networking and "community fit" actually drive high-quality hires. Findem + Getro: How this merger shifts recruiting from a tool-centric game to an outcome-centric strategy. Outcome-Centric Hiring: How to turn job posts into intelligent systems tied to market feedback. Chapters 00:00 Breaking the Findem Acquisition 03:02 The Evolution of Talent Acquisition 05:52 Networking and Job Opportunities 08:54 The Role of AI in Talent Acquisition 11:58 Post-Acquisition Vision and Strategy 14:48 Community and Fit in Recruitment 17:52 Outcome-Centric Approach to Hiring 20:39 Change Management in AI Adoption 23:33 Leveraging Weak Links in Networking 26:34 The Future of Talent Acquisition Featured Guests Hari Kulam, Co-Founder at Findem LinkedIn: https://www.linkedin.com/in/hkolam/ Maveric, CTO and Co-founder at Getro LinkedIn: https://www.linkedin.com/in/mavericohm/ Hosts William Tincup, Co-founder , WRKdefined LinkedIn: https:// linkedin.com/in/tincup Ryan Leary, Co-founder, WRKdefined LinkedIn:htps://linkedin.com/in/ryanleary Connect with Us Site: http://www.wrkdefined.com TikTok: https://www.tiktok.com/@wrkdefined LinkedIn: https://www.linkedin.com/company/wrkdefined Facebook: https://www.facebook.com/WRKdefined/ Twitter (X): https://twitter.com/WRKdefined Substack: https://wrkdefined.substack.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices
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    36 m
  • What AI Adoption at ADP Reveals About Employee Experience and Trust with Naomi Lariviere Chief Product Officer, VP Product Management ADP
    Dec 22 2025
    AI is moving quickly from experimentation to everyday use inside large organizations, especially when it comes to employee experience. Adoption alone is no longer the headline. What matters is whether people trust the technology, understand how it is being used, and can see real outcomes tied to that usage. At scale, those questions carry more weight and more risk. In this episode, the focus is on how AI is shaping employee experience at ADP, what widespread adoption actually looks like, and why client trust and transparency are non-negotiable. The conversation centers on technology adoption, proof of value, and why the next year will be critical for separating AI that works from AI that only sounds good. What We Cover AI adoption and employee experience at scale Why trust is foundational to AI use Transparency as a driver of confidence What high usage rates really signal Why proof of impact now matters Key Takeaways: AI adoption is already widespread inside ADP, with 67 percent of the employee base actively using AI tools. That level of usage signals comfort and familiarity, but it also raises expectations around outcomes and accountability. ADP’s scale matters. Paying one in six people in the United States creates a responsibility to deploy AI carefully, consistently, and in ways that protect trust across employees and clients. Client trust is a prerequisite for AI adoption. Without transparency into how AI is used and why decisions are made, confidence erodes quickly, even when the technology performs well. The coming year is a proving ground for AI in HR. Clients are no longer satisfied with potential. They want evidence, success stories, and clear demonstrations that AI is improving the employee experience. Guest: Naomi Lariviere Chief Product Officer, VP Product Management at ADPLinkedIn: https://www.linkedin.com/in/naomilariviere/ Hosts: William Tincup LinkedIn: https://www.linkedin.com/in/tincup/ Ryan Leary LinkedIn: https://www.linkedin.com/in/ryanleary/ Connect with Us: Site: http://www.wrkdefined.comTikTok: https://www.tiktok.com/@wrkdefinedLinkedIn: https://www.linkedin.com/company/WRKdefinedFacebook: https://www.facebook.com/WRKdefinedTwitter (X): https://twitter.com/WRKdefinedSubstack: https://wrkdefined.substack.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices
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    41 m
  • How Recruiters and Hiring Managers are Rethinking Quality, Collaboration, and Technology with Indeed
    Dec 16 2025
    Hiring teams are surrounded by AI tools, but many still aren’t sure what’s actually helping and what’s just noise. The real tension right now isn’t whether AI belongs in hiring. It’s how it gets used, who understands it, and whether it’s improving outcomes or just increasing volume. In this episode, William Tincup sits down with Heidi Laki from Indeed to talk about what’s changing inside recruiting teams. They dig into the gap between recruiters and hiring managers, why quality of hire matters more than ever, and how AI can surface talent that traditional filters miss. The conversation lands on a simple truth. Technology should handle the repetitive work so humans can focus on judgment, collaboration, and better decisions. What We Cover Where AI is actually showing up in hiring today Why hiring managers struggle to trust and understand AI tools The shift from applicant volume to quality of hire Hiring as a collaborative, shared responsibility Screening candidates in instead of screening them out How AI can uncover non-traditional talent Balancing automation with human judgment Key Takeaways AI is already embedded in hiring workflows, but adoption doesn’t equal understanding. Many hiring managers use AI-powered tools without knowing how decisions are being made, which creates mistrust and misuse. Recruiting is moving away from volume-driven success metrics. The focus is shifting toward quality of hire, long-term fit, and outcomes that matter to the business, not just filled reqs. Hiring works best as a team sport. Recruiters, hiring managers, and technology need to operate together, not in silos, to make better decisions faster. AI is most valuable when it handles rote, repetitive tasks. That frees humans to do what machines can’t—apply judgment, creativity, and context to hiring decisions. Screening candidates in, rather than defaulting to screening out, opens access to adaptable talent that may not fit traditional profiles but can succeed with the right support. This episode is sponsored by Indeed And features a conversation around Career Scout and Talent Scout, two tools designed to support job seekers and employers through smarter matching, interview preparation, and more efficient hiring. Learn more Talent Scout here: http://indeed.com/talentscout Learn more about Career Scout here: http://indeed.com/careerscout Chapters: 00:00 – Why AI in hiring feels both exciting and confusing 03:03 – Where AI is actually being used today 06:07 – The trust gap between hiring managers and AI tools 08:57 – Moving from applicant volume to hiring quality 11:57 – What hiring managers need but don’t always get 14:58 – Why recruiting only works as a team effort 17:55 – What AI should do versus what humans must do 19:42 – Getting comfortable with new hiring technology 22:44 – AI’s real role in talent acquisition 25:13 – Customizing hiring instead of forcing templates 29:33 – Collaboration as a hiring advantage 33:45 – Rethinking how talent is discovered 36:05 – Screening in candidates for better outcomes 39:36 – How AI is reshaping the future of work 43:52 – Adaptability as the new hiring currency Guest InformationHeidi Laki, Senior Product Director, AI AgentsWebsite: https://www.indeed.comLinkedIn: https://www.linkedin.com/in/heidilaki/ Host and Network LinksWilliam Tincup LinkedIn: https://www.linkedin.com/in/tincup/Ryan Leary LinkedIn: https://www.linkedin.com/in/ryanleary/ Connect with UsSite: http://www.wrkdefined.comTikTok: https://www.tiktok.com/@wrkdefinedLinkedIn: https://www.linkedin.com/company/WRKdefinedFacebook: https://www.facebook.com/WRKdefinedTwitter (X): https://twitter.com/WRKdefinedSubstack: https://wrkdefined.substack.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices
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    49 m
  • Indeed’s AI Strategy: Rebuilding the Broken Job Search (WRKdefined)
    Dec 16 2025
    Why does the job search feel broken, and can AI actually fix it? In this episode of WRKdefined, William Tincup and Ryan Leary sit down with David Lane, VP of Product Management at Indeed, to pull back the curtain on how the world’s largest job site is using AI to fight "hiring anxiety" and ghosting. The Shift to Career Scout: How Indeed is moving from a static job board to an AI-guided career assistant. What You’ll Learn About the Future of Hiring: The "Quiet" Labor Market: Why quit rates are down and what "hiring hesitation" means for your 2026 talent strategy. AI Career Scout & Talent Scout: A deep dive into Indeed’s new tools for interview prep, job discovery, and smarter matching. Ending the Ghosting Epidemic: How AI is being used to bridge the communication gap between candidates and employers. Data Privacy vs. Personalization: Why trust is the new prerequisite for AI-driven job matching. This episode is sponsored by Indeed and features a conversation around Career Scout and Talent Scout, two tools designed to support job seekers and employers through smarter matching, interview preparation, and a more efficient hiring process. Learn more Talent Scout here: http://indeed.com/talentscout Learn more about Career Scout here: http://indeed.com/careerscout Timestamps00:00 Why job seekers feel stuck right now02:48 Slower hiring and rising caution05:54 How AI is changing job opportunities09:03 Career Scout and practical tools for job seekers11:53 What’s coming next in job search technology18:46 How job seeking is evolving20:26 Data privacy and candidate preferences22:33 Voice and conversational job applications24:37 Reintroducing human connection in hiring27:36 Using AI to improve candidate experience30:01 Addressing the communication gap33:15 Simplifying the application experience34:52 How job matching continues to change Guest InformationDavid Lane, VP of Product Management, IndeedWebsite: https://www.indeed.comLinkedIn: https://www.linkedin.com/in/david-lane-a37778/ Host and Network LinksWilliam Tincup LinkedIn: https://www.linkedin.com/in/tincup/Ryan Leary LinkedIn: https://www.linkedin.com/in/ryanleary/ Want more insights on the Future of Work? Join 1M+ listeners and subscribe to the WRKdefined Newsletter for weekly executive briefings: https://wrkdefined.substack.com/ Learn more about your ad choices. Visit megaphone.fm/adchoices
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    39 m
  • Project Equinox: How Plum Helped a Health System Rethink Talent From the Ground Up
    Nov 25 2025
    In this episode we talk about skills, healthcare talent, community hiring, psychometrics, and workforce equity. A major health system needed a new way to hire in a Chicago neighborhood where life expectancy was thirty years below the national average. Instead of waiting for candidates to come to them, they built Project Equinox and took Plum’s assessment tech straight into the community. What started as a college and early career idea turned into a pathway for people who never pictured themselves working in healthcare to find real, durable roles where they actually thrive. Key Takeaways Plum opened the door for people who never saw themselves as healthcare workers Durable skills like communication, innovation, and execution predicted success better than degrees The health system used Plum outside the ATS to engage people before they ever applied Project Equinox targeted a Chicago community with a thirty year life expectancy gap A mobile recruitment van equipped with Plum and VR met people where they already were Candidates could explore roles through VR without entering a hospitalOver 200 community members were assessed in the first year across two major events Many hires came from people who weren’t looking and didn’t think they were qualified Plum gave candidates personal insight and validation about where they naturally thrive Retention improved because hires were matched on behavior and potential, not resumes Psychometric data helped build trust in a community that historically mistrusted healthcare systems Companies underestimate how many people can succeed in non degree roles when matched well Chapters 00:00 Who is Plum?01:50 Advocate Health overview03:10 The life expectancy crisis in Chicago04:45 Project Equinox is born06:00 How Melissa and Caitlin met08:55 Early career idea turns into community hiring strategy10:00 Why durable skills matter12:00 Opening the aperture beyond resumes13:40 Moving Plum outside the ATS15:30 Matching talent before they apply17:00 Lessons from Scotiabank18:40 Opening doors in low income communities20:20 Building trust and confidence in new roles21:15 The recruitment van and VR23:10 Why traditional job fairs fail24:00 Plum’s candidate owned data model26:00 On ramps, potential, and future hiring29:00 Matching behavior to job success31:00 Real stories from Project Equinox33:00 The impact of 200 new candidates Guest Info Melissa Le, VP Talent Acquisition, Advocate HealthLinkedIn: https://www.linkedin.com/in/melissa-le-3495a516/ Caitlin MacGregor, CEO and Co Founder, PlumWebsite: https://www.plum.ioLinkedIn: https://www.linkedin.com/in/caitlinmacgregor/ Connect with us William Tincup LinkedIn: https://www.linkedin.com/in/tincup/Ryan Leary LinkedIn: https://www.linkedin.com/in/ryanleary/ Connect with WRKdefined on your favorite social networkSite: http://www.wrkdefined.comTikTok: https://www.tiktok.com/@wrkdefinedLinkedIn: https://www.linkedin.com/company/wrkdefinedFacebook: https://www.facebook.com/WRKdefined/Twitter (X): https://twitter.com/WRKdefined Learn more about your ad choices. Visit megaphone.fm/adchoices
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    38 m