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Virtual Conference Recap BY Emily McCrary-Ruiz-Esparza | April 07, 2026

From Jobs to Skills: Inside the Shift Transforming Talent Strategy

At eBay, which employs 12,000 people globally, global head of talent health Zeenath Khan is running pilots to test skills-based hiring—a newer alternative to traditional notions of hiring people for rigidly structured jobs with narrow and singular paths for growth.Convincing an enterprise of that size to rethink its talent strategy, and then actually execute that change, is a massive undertaking. “So what we wanted to do was start quite small,” she said, focusing on teams already motivated to embrace a skills-based strategy in support of career development or AI transformation.Khan was part of an executive panel on how HR leaders are adopting and experimenting with skills-based thinking, during From Day One’s March virtual conference on talent acquisition. Her team works as consultants to business units, running workshops and helping leaders identify the skills their segments will need now and in the years ahead. “It’s quite an abstract process,” she said, “but with all of the fabulous AI tools, we’ve also created research projects on those topics to support those leaders in their thinking.”As the capabilities of artificial intelligence grow rapidly, some business leaders may be tempted to skip the foundational work and jump straight to replacing roles with AI agents. But Kathryn Withycomb, a senior learning strategist at Thinkhuman, recommends a different approach, starting with business goals, not headcount reduction. Framing the change this way helps keep expectations realistic and ensures that early pilots are focused on measurable, testable outcomes rather than sweeping assumptions about automation.Panelists spoke during a session titled, "Next-Gen Talent: Spotting Skills and Potential Before They’re Visible" (photo by From Day One)Skills-based thinking has been discussed in HR for several years now, but outside the field, the concept is still unfamiliar to most. To help employees understand the shift, Alorica’s senior director of talent acquisition, Danielle McCaffrey, encourages people to reverse-engineer their roles, asking questions like: What job do you have, and what skills do you bring to the table?“The key is making it clear that this approach creates more opportunity for them and not less,” she said. Where traditional, job-based organizations prescribe singular paths from the bottom to the top of an organization with little room for detours, skills-based organizations open up lateral and nonlinear routes—an approach that resonates with a workforce interested in flexibility and adaptability.“A lot of our positions are entry-level customer service roles, but if they demonstrate, say, analytical skills or training ability or a potential around leadership, we know that we can move them into workforce management, operations, training or even recruiting,” McCaffrey said. “When people realize that their skills are portable and visible across the organization, they start to see a much broader career path than the one that they were hired into.”The skills-based transformation doesn’t just appeal to the newest arrivals to the workforce. While the pace of change is accelerating, more experienced employees have already navigated major technological transitions. “There wasn’t Google when I started working,” eBay’s Khan noted. “That combination of folks who have lived experience of dramatic technological change plus emerging talent who bring in a fresh mindset and a completely different set of skills remains really important for us.”Some companies are taking their very first steps toward skills-based planning. Jay Park, the senior director of talent acquisition at Blue Cross Blue Shield of Massachusetts, is focused on building strong relationships with business leaders.“We’re setting up that foundation as a broader people team,” he said, positioning his function as a strategic partner and building credibility so his team can better understand the skills leaders are missing today and what they’ll need in the future. He’s keen on thinking differently about hiring, moving from traditional ideas of what a resume should include and instead welcoming unconventional candidates who appear equipped for a nonlinear career path.Finding the skills that don’t always show up on a resume is “where recruiting becomes both an art and a science, said McCaffrey at Alorica. “Resumes tend to show experience, but they really rarely capture the candidate's actual capability or potential.”To uncover qualities like empathy, resilience, and critical thinking, her team uses behavioral interview questions and situational assessments that require candidates to demonstrate how they would handle real-world scenarios. Yet human judgment remains essential. “A candidate might score a little bit lower on an assessment, but then demonstrates exceptional problem solving and conversation,” she said. “That would be a signal to a recruiter to see if their career path could take a different turn.”As AI gets smarter, Park added, “it’s going to be that much more important for us to assess candidates for mindset, growth, orientation, adaptability—those things that aren’t obvious on paper are going to require a recruiter.”Emily McCrary-Ruiz-Esparza is an independent journalist and From Day One contributing editor who writes about business and the world of work. Her work has appeared in the Economist, the BBC, The Washington Post, Inc., and Business Insider, among others. She is the recipient of a Virginia Press Association award for business and financial journalism. She is the host of How to Be Anything, the podcast about people with unusual jobs.(Photo by Vadym Pastukh/iStock)

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Live Conference Recap BY Jessica Swenson | April 03, 2026

Modernizing Talent Acquisition for a Better Applicant Experience

“How do we spend less time in front of our computers doing those manual tasks, and instead get in front of candidates and clients, which is where people really like to spend their time?” asked Catie Brand, SVP of HR global RPO & recruitment solutions at LHH. It’s a question Brand is working to answer at her organization, amid rising application volumes in recent years that have forced recruiting teams to do more with the same or fewer resources.Between increased volume, fake applicants, and the manual demands of the end-to-end recruiting process, teams are looking for ways to improve their efficiency without sacrificing the human aspects of recruiting. This was the topic of an executive panel at From Day One’s NYC half-day talent acquisition conference, moderated by HR Brew senior reporter Courtney Vinopal.The introduction of AI is helping to reshape recruiting workflows, improving efficiency and productivity while reducing the manual task load. There are an overwhelming number of AI solutions on the market—how can leaders choose the best option for their company?Smaller organizations with smaller budgets need to carefully assess their needs, says Jean-Luc Charles, VP of people & culture for EILEEN FISHER. They can also start with free tools and incremental upgrades rather than large enterprise projects. Eileen Fisher’s approach is “really thinking about the use, and how we’re going to connect that to a return on investment.”Brand encourages a focus on the business problem to avoid piloting incompatible platforms. She also suggests prioritizing tools that elevate the candidate experience. “We really try to focus on how we can leverage AI to provide an excellent candidate experience—surface the real human beings, and then really care for them throughout the process whether they’re hired or not.”Panelists spoke about "Modernizing Talent Acquisition for a Better Applicant Experience"Noting that ROI in this space can be hard to quantify, Brand says that with the use of AI tools, her team’s client interaction and market trend tracking KPIs “have all gone up because they’re spending less time on things that are really manual.” IBM reduced the scope of repetitive HR tasks by implementing an internal AI assistant. Carl Bernadotte, global head of executive search and talent acquisition leader for IBM, shared that while there was initially dissatisfaction from employees and recruiters, “over time as adoption [increased] and the models got smarter, those employee engagement scores started to go back up. It drastically allowed us to reduce our footprint, but increased our efficiency.” AI tools can bring unintended bias into the hiring process. Charles suggests working with vendor partners to understand details like source training data, known algorithmic bias, and model behavior. “I think that in our capacity with talent, we have a real responsibility, you know, to kick the tires, to lift up the hood, to ask the hard questions,” he said.This potential bias can also impact early talent candidates, making it crucial for them to find ways to differentiate themselves. Fathima Jaffer, VP & head of early talent at TD, advises these individuals to show intentionality as they pursue new roles. Rather than using the “spray and pray” resume approach, attending information sessions, networking with recruiters, and following up after career fairs can help offset some of the common obstacles in today’s market.Charles also suggests that candidates differentiate themselves through self-awareness, authenticity, and genuine connection. “We want to encourage people to think about what's particular to you. How can you offer your story? And that’s a lot about getting to know yourself.”While AI can accelerate processes and create efficiency for hiring teams, especially when faced with massive application volumes, some industries have strict regulations, and it’s important not to sacrifice the candidate experience. TD treats AI as augmentation rather than automation, says Jaffer, by starting with low-risk efficiency implementations at a safe pace. The company still relies on resume reviews conducted by humans, especially for early talent. “We are finding, what is that right balance between human and technology and the efficiency that that technology will bring?” she said. “We need that efficiency, but [need to do] it in a way that does not erode that candidate experience.”Bernadotte also advocates for a balance between AI experimentation and human interaction. “At the very core of every experience, we have to focus on the things that are uniquely human that we can do, and where do we add value?”Companies should focus on places where person-to-person contact is required, such as talent pipeline development, candidate conversations, and consultation with hiring managers, he says, saving AI tools for tasks that support productivity and scale.It’s clear that there is a place for AI in the TA process, but trends among panelist companies show that human involvement continues to be an integral part of the recruiting and hiring process.Charles tells his team that, with their capabilities for self-awareness, insight, and authentic human connection, they themselves are the tool. “As talent professionals, we need to continually upskill, not just in the technical aspects, but in the strategic—in our own connection with ourselves.”Jessica Swenson is a freelance writer and proofreader based in the Midwest. Learn more about her at jmswensonllc.com.

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What Our Attendees are Saying

Jordan Baker(Attendee) profile picture

“The panels were phenomenal. The breakout sessions were incredibly insightful. I got the opportunity to speak with countless HR leaders who are dedicated to improving people’s lives. I walked away feeling excited about my own future in the business world, knowing that many of today’s people leaders are striving for a more diverse, engaged, and inclusive workforce.”

– Jordan Baker, Emplify
Desiree Booker(Attendee) profile picture

“Thank you, From Day One, for such an important conversation on diversity and inclusion, employee engagement and social impact.”

– Desiree Booker, ColorVizion Lab
Kim Vu(Attendee) profile picture

“Timely and much needed convo about the importance of removing the stigma and providing accessible mental health resources for all employees.”

– Kim Vu, Remitly
Florangela Davila(Attendee) profile picture

“Great discussion about leadership, accountability, transparency and equity. Thanks for having me, From Day One.”

– Florangela Davila, KNKX 88.5 FM
Cory Hewett(Attendee) profile picture

“De-stigmatizing mental health illnesses, engaging stakeholders, arriving at mutually defined definitions for equity, and preventing burnout—these are important topics that I’m delighted are being discussed at the From Day One conference.”

– Cory Hewett, Gimme Vending Inc.
Trisha Stezzi(Attendee) profile picture

“Thank you for bringing speakers and influencers into one space so we can all continue our work scaling up the impact we make in our organizations and in the world!”

– Trisha Stezzi, Significance LLC
Vivian Greentree(Attendee) profile picture

“From Day One provided a full day of phenomenal learning opportunities and best practices in creating & nurturing corporate values while building purposeful relationships with employees, clients, & communities.”

– Vivian Greentree, Fiserv
Chip Maxwell(Attendee) profile picture

“We always enjoy and are impressed by your events, and this was no exception.”

– Chip Maxwell, Emplify
Katy Romero(Attendee) profile picture

“We really enjoyed the event yesterday— such an engaged group of attendees and the content was excellent. I'm feeling great about our decision to partner with FD1 this year.”

– Katy Romero, One Medical
Kayleen Perkins(Attendee) profile picture

“The From Day One Conference in Seattle was filled with people who want to make a positive impact in their company, and build an inclusive culture around diversity and inclusion. Thank you to all the panelists and speakers for sharing their expertise and insights. I'm looking forward to next year's event!”

– Kayleen Perkins, Seattle Children's
Michaela Ayers(Attendee) profile picture

“I had the pleasure of attending From Day One. My favorite session, Getting Bias Out of Our Systems, was such a powerful conversation between local thought leaders.”

– Michaela Ayers, Nourish Events
Sarah J. Rodehorst(Attendee) profile picture

“Inspiring speakers and powerful conversations. Loved meeting so many talented people driving change in their organizations. Thank you From Day One! I look forward to next year’s event!”

– Sarah J. Rodehorst, ePerkz
Angela Prater(Attendee) profile picture

“I had the distinct pleasure of attending From Day One Seattle. The Getting Bias Out of Our Systems discussion was inspirational and eye-opening.”

– Angela Prater, Confluence Health
Joel Stupka(Attendee) profile picture

“From Day One did an amazing job of providing an exceptional experience for both the attendees and vendors. I mean, we had whale sharks and giant manta rays gracefully swimming by on the other side of the hall from our booth!”

– Joel Stupka, SkillCycle
Alexis Hauk(Attendee) profile picture

“Last week I had the honor of moderating a panel on healthy work environments at the From Day One conference in Atlanta. I was so inspired by what these experts had to say about the timely and important topics of mental health in the workplace and the value of nurturing a culture of psychological safety.”

– Alexis Hauk, Emory University
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