The Future Of Less Work What Happens When The Job Stops Being The Basic Unit Of Work with Carrol Chang
When work breaks apart into tasks and AI steps in as a real participant, not just a helper, the familiar structure of jobs begins to unravel.
The real question becomes how work gets recomposed, who orchestrates it, and how people redefine their value when execution is no longer the core of the role.
In this episode of The Future of Less Work, host Nirit Cohen sits down with Carrol Chang, President of Andela, to explore what happens when the atomic unit of work shifts from jobs to tasks. Drawing on her experience leading global talent systems and marketplaces, Carrol explains why AI is forcing organizations to rethink not just productivity, but how work is allocated, priced, managed, and ultimately experienced.
Together, Nirit and Carrol unpack why breaking work into tasks doesn’t eliminate the need for humans, but radically elevates it. As AI takes on execution, people move into roles that demand judgment, coordination,
feedback, and orchestration. The conversation explores why every individual contributor is becoming more like a manager, how professional identity evolves when tasks change faster than titles, and why leadership now depends on setting expectations for continuous role reinvention.
The episode also looks at what this shift unlocks beyond organizational boundaries. As work becomes more modular, highly specialized skills can be deployed across multiple projects, opening the door to new ways of earning, learning, and balancing life. Platforms, AI-enabled onboarding, and global talent networks emerge as the infrastructure that makes this possible, allowing work to scale without forcing everyone into a 40-hour week designed for the industrial era.
If you’re thinking about how AI reshapes careers, why flexibility is moving upstream into high-skill work, and what it really means to design work in a world where intelligence is abundant, this conversation offers a grounded and human-centered lens on what comes next.
Guest Information:
Serving as CEO of Andela since September 2024, Carrol Chang is committed to scaling the business while remaining true to its mission-driven approach of connecting brilliance with opportunity. She joined Andela from Uber, where she led efforts to improve work for nearly 7 million flexible workers around the world as the Global Head of Driver & Courier Operations.
Carrol has held positions with McKinsey Company, Portraits of Hope, and the administration of President Barack Obama.
She is passionate about expanding opportunity in all forms to underrepresented populations and making commerce more generous and kind for all stakeholders. She holds a BA from Harvard and both a JD and MBA from Northwestern University.
Chapters:
00:00 Why Jobs Are No Longer the Basic Unit of Work
01:36 What Does It Mean to Break Jobs Into Tasks With AI?
03:44 Can Task-Based Work Scale Inside Large Organizations?
04:10 How AI Turns Every Employee Into a Manager
05:40 Do Companies Need to Redesign Jobs After AI?
07:44 How Should Professionals Redefine Their Identity in the Age of AI?
09:39 Will AI Change Job Titles and Organizational Structures?
11:41 Do We Need to Rebundle Work Into New Job Structures?
13:29 Can Specialized Skills Be Deployed Across Multiple Projects?
15:51 How Can Organizations Manage Work Done by Fractional Talent?
17:00 Is This the Evolution of the Gig Economy for High-Skilled Work?
18:45 How AI Makes Platform-Based Work Scalable for Enterprises
19:36 What Happens to Culture When Work Is Unbundled?
21:49 Can AI Accelerate Employee Onboarding and Culture Fit?
23:42 How Company Email Norms Reveal Organizational Culture
24:30 Will AI Reduce the 40-Hour Workweek?
26:30 How Should Leaders Prepare for the AI Change Curve?