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The Signal Lab

The Signal Lab is a podcast about the infrastructure of opportunity — the systems, signals, technologies, and human stories shaping how people learn, develop skills, navigate careers, and connect to work in a rapidly changing world.Hosted by Ian Davidson, the show explores the emerging intersection of education, workforce development, hiring, AI, digital credentials, skills-based talent strategies, and the evolving data layer underneath the future of work. But unlike most conversations in this

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All Episodes

41:38

Who Builds The Workforce? - with Paul Fain

The Signal Lab ·

2026/10/08

America wants more ships, more chips, more advanced manufacturing, and a workforce ready for AI. Who is responsible for preparing the people who will do that work?We call it the workforce system. But employers, colleges, training providers, workforce boards, and government agencies each own a piece. Who connects them? Who makes sure a training program leads to a job? And who helps workers navigate the distance between the two?Paul Fain, editor at Workshift and writer of The Job newsletter, joins Ian

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27:58

How To See Where Work Is Going - with Julia Lane

The Signal Lab ·

2026/09/24

How do we prepare workers for disruption if we cannot see how work is changing?Artificial intelligence is already changing how employers operate, organize work, and value different capabilities. Yet much of the workforce ecosystem still relies on job postings to understand employer demand. Those postings can be useful, but they are advertisements. They do not reliably tell us which opportunities are real, who was hired, what work that person performs, what the job pays, or whether it lasts.Economist

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50:07

Fix The System: The Conclusion of Our Employer Research

The Signal Lab ·

2026/09/10

What do employers actually want?What skills matter? What credentials will they trust? Can better data improve hiring? After three months investigating how hiring decisions actually get made, Ian Davidson thinks we're starting with the wrong question.The better question is: Which decision are you trying to change?Hiring isn't one decision. Job boards decide which opportunities people see. Applicant tracking systems decide who gets surfaced. Recruiters decide who gets a conversation. Hiring managers

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44:40

Missing Context - With Allison Danielsen

The Signal Lab ·

2026/08/27

Missing Context — with Allison Danielsen, CEO of TalloWhy do hiring technologies struggle to match the right people to the right opportunities?Job descriptions don't fully capture what employers actually want. Resumes don't fully represent what people can do. Yet we ask increasingly sophisticated matching algorithms—and now AI—to connect the two.Tallo CEO Allison Danielsen joins Ian Davidson to explore the missing context inside today's hiring systems and what the next generation of talent

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48:06

How Job Boards Decide

The Signal Lab ·

2026/08/13

What if the biggest problem in hiring isn't finding qualified people—but helping employers make sense of the thousands of applications already sitting in front of them?Most conversations about the future of hiring focus on skills, AI, resumes, or credentials. But underneath all of those discussions is a much more fundamental question:How do job boards actually decide who sees opportunity?Job boards have quietly become one of the most influential recommendation systems in the labor market. Every day

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48:44

The Elephant In The Room

The Signal Lab ·

2026/07/30

Every hiring system in the world depends on one assumption:The information applicants submit tells employers something meaningful about what they can actually do.That assumption is beginning to collapse.Artificial intelligence now allows job seekers to generate customized resumes in seconds. Employers are using AI to generate job descriptions. Applicant Tracking Systems are using AI to rank candidates. Meanwhile application volumes are exploding.The result?Everyone looks qualified.Recruiters are

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34:36

How Recruiters Scale Human Judgement

The Signal Lab ·

2026/07/16

Most hiring systems are designed to answer one question:Can this person do the job?Recruiters spend their time answering a very different one:Will this person thrive here?That distinction sits at the heart of Episode 6 of The Signal Lab. In the second installment of our five-part investigation into how hiring decisions are really made, Ian Davidson sits down with Jordan Franklin, co-founder and CEO of Stratus Consulting, an IT staffing firm that speaks with hundreds of candidates every week and has

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38:32

How Humans Hire

The Signal Lab ·

2026/07/02

The hiring process is full of advice.Optimize your resume.Use the right keywords.Build your LinkedIn profile.Customize every application.But what actually matters once a human being sits across the table from another human being and decides whether to make an offer?That's the question at the center of Episode 5 of The Signal Lab.To answer it, Ian Davidson speaks with three employers who hire in completely different environments:Brad Robinson, District Manager at Mattress Firm, who has hired hundreds

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38:47

What Did You Learn?

The Signal Lab ·

2026/06/18

Most people spend years learning.Then one day someone asks a simple question:"What did you learn?"And surprisingly often, the answer doesn't come easily.Not because people didn't learn anything.Not because they didn't gain valuable skills.But because we've never really built systems that help people understand, communicate, and carry their capabilities through the world.That's the challenge at the heart of Episode 4 of The Signal Lab.My guest is Taylor Hansen, Principal of Achievement Wallet

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38:19

The Broken Promise

The Signal Lab ·

2026/06/04

Most people didn't consciously choose the rules they were told to follow.They inherited them.Go to school.Get good grades.Go to college.Get a degree.Get a good job.Build a stable life.For generations, that promise was powerful because it was largely true.But what happens when the world changes and the systems built around that promise don't?That's the question at the heart of Episode 3 of The Signal Lab.My guest is Meena Naik, Senior Director at Jobs for the Future (JFF), a national nonprofit

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