Ben Zweig

Ben Zweig, Founder and CEO of Revelio Labs, sheds light on the surprising drop in entry-level jobs, highlighting how manager expectations around AI are reshaping the labor market. He discusses the difference between jobs and tasks, revealing that while AI automates, it’s the perception of potential job loss that hampers hiring. Zweig explores the challenges of adapting organizations and emphasizes the importance of skills like project management for new graduates to become hireable in an evolving landscape.

Dr. Ben Zweig, economist and CEO of Revelio Labs who studies labor markets and job architecture. He explains why 90 million job titles create pay and comparison problems. He shows how AI can group work by activities instead of labels. He explores managers constantly reshaping roles, why managerial orchestration grows valuable, and how jobs transform over time.

Ben Zweig, CEO and co-founder of Revelio Labs and NYU Stern instructor, unpacks workforce intelligence and job taxonomies. He discusses hiring as a two-sided, information-poor market. Jobs as bundles of tasks, not just skills. How billions of postings become universal taxonomies. Which data roles grow or face automation and when traditional NLP still outperforms LLMs.

Dr. Ben Zweig, economist and CEO of Revelio Labs who studies workforce intelligence. He unpacks the big February jobs surprise and why different reports paint conflicting pictures. He maps sector swings, especially healthcare and education, and explains the rise in hardship withdrawals and the low-hire, low-fire labor vibe. Short, sharp takes on labor data, mortgage and gas moves, and how to reconcile multiple signals.

Dr. Ben Zweig, economist and CEO of Revelio Labs who studies labor markets and AI, explains how jobs are bundles of tasks and how AI automates granular work. He contrasts generational job changes, explores orchestration versus execution, and highlights which human traits remain valuable as automation shifts career risks—especially for early-career workers.

Join Ben Zweig, CEO of Revelio Labs and a professor at NYU, as he dives into the world of workforce intelligence. He explains how analyzing job postings can reveal crucial company strategies, like Meta’s recent shifts. Discover four essential data sources for investors, from employee profiles to salary benchmarks. Ben offers advice for job seekers, comparing employers to spouses in the search process. Plus, learn about the optimal sitting-standing ratio for improved productivity in the workplace. Tune in for insights that can impact both investing and career paths!

Ben Zweig, an adjunct professor at NYU Stern and CEO of Revelio Labs, explores the transformation of work in the age of AI. He argues that real disruption comes from rethinking job structures rather than fearing automation. By understanding jobs as evolving bundles of tasks, companies can enhance employee fulfillment and adapt to technological changes. Zweig emphasizes the importance of human skills like empathy and coordination as valuable complements to AI, urging managers to enable autonomy and adaptability within their teams.

Ben Zweig, CEO of Revelio Labs, shares insights on optimizing workforce strategies through data. He discusses the risks of poor hiring and the importance of aligning recruitment with business goals. As companies grow, he emphasizes employee retention and adapting to technological changes. The conversation also explores AI's impact on entry-level jobs and highlights the need for nurturing young talent. Zweig contrasts adaptive and procedural organizations, predicting that those embracing data-driven approaches will thrive in the evolving landscape.

In this engaging discussion, Ben Zweig, CEO of Revelio Labs and author on workforce data, dives deep into job architecture. He emphasizes the critical difference between skills, tasks, and jobs, asserting that these terms are often confused, but clarity is essential as AI reshapes work. Ben shares how organizations can effectively build taxonomies using large language models and why a precise understanding of tasks is crucial for implementing AI. He also explores the potential risks of job displacement by automation and the need for adaptable labor markets.

In this discussion, guest Ben Zweig, an economist and founder of Revelio Labs, shares his journey from street sales in NYC to understanding labor markets. He reveals how rejection therapy built his resilience and why sales skills are invaluable across careers. Ben emphasizes how economics can illuminate hidden opportunities and explains the transformative impact of earning a PhD on one’s career path. He also discusses the future of work and how generative AI changes value creation, urging young workers to embrace entrepreneurial thinking.