ZipRecruiter Economic Research

The ZipRecruiter Economic Research Team is on a mission to make labor market data easy to understand so we can help connect more people to their next great opportunity. 

With a dedicated focus on collecting and analyzing comprehensive employment data, our team delivers insights that drive informed decision-making for job seekers, employers, and policymakers alike. Through rigorous research and analysis, we uncover emerging trends and unveil opportunities for workers and businesses navigating the ever-evolving world of work. 

We are committed to providing unbiased, accurate, timely, and actionable information so that media, individuals, and organizations are empowered to navigate the labor landscape with confidence. 

At ZipRecruiter, our Economic Research Team is not just studying the labor market; we're helping to shape its future.

Our Research

Our team uses ZipRecruiter’s exclusive data—on job posting volumes, salaries, benefits and perks, job seeker and employer interactions, and more—alongside proprietary research and government data to uncover meaningful labor market trends.

Each quarter we:

  • Release our Job Seeker Confidence Index, a nationally representative quarterly survey of U.S. job seekers that measures how optimistic or pessimistic they are about their ability to land their preferred jobs. Increased confidence is typically an indicator of future increases in employee turnover, wage growth, and labor force participation. Click here to see the latest report.

  • Release our Survey of New Hires, a quarterly survey of U.S. residents who started their current jobs within the past six months. New hires are the leading edge of the labor market—the first to experience changes in the urgency and intensity with which employers are recruiting workers, and the terms of employment on offer. Indicators tracked in this survey—such as how long it took workers to find their jobs, and what share received signing bonuses or healthcare benefits upon hire—can help gauge the quantity and quality of jobs available in the U.S. economy. Click here to see the latest report.

  • Release additional reports on timely labor market topics based on survey data and/or proprietary ZipRecruiter marketplace data. Click here to view the reports.

Each month we:

  • Provide commentary on key economic indicators released by The Bureau of Labor Statistics. Click here to check out our latest commentary.

Each day we:

  • Are available to answer questions, facilitate interviews, and provide ZipRecruiter data and commentary upon request. Email us at press@ziprecruiter.com to get in touch.

The Team

Nicole Bachaud, Labor Economist

As a Labor Economist at ZipRecruiter, Nicole Bachaud specializes in bridging the gap between complex economic data and actionable labor market insights. She brings extensive experience in translating economic trends into valuable analysis, a skill honed during her tenure as a Senior Economist at Zillow, where her research was instrumental in shaping national and local housing policy.

A highly-cited expert, Nicole's analysis has been featured in top-tier publications like The New York Times, The Wall Street Journal, and CNBC. She holds a MicroMasters in Data and Economic Development Policy from MIT, in addition to two bachelor's degrees.
Sam DeMase, Career Expert at ZipRecruiter

Sam DeMase is a career strategist, workplace expert, and best-selling author dedicated to helping professionals thrive in today’s job market. As ZipRecruiter’s Career Expert, she equips job seekers with practical advice and proven strategies to stand out, land interviews, and secure their next opportunity.

With over a decade of experience in talent acquisition, HR, and career coaching, Sam has guided thousands of job seekers on resume optimization, interview techniques, and salary negotiations. Her insights have been featured in major media outlets, and she is known for making complex career challenges easy to navigate. Passionate about workplace empowerment, Sam champions skills-based hiring and AI-driven tools—like ZipRecruiter—to streamline the job search process.

Disclaimer

ZipRecruiter Economic Research is an independent research entity within ZipRecruiter and is not a revenue center for the company. Data provided by the research team should not be considered representative of potential revenue or earnings of ZipRecruiter. 

ZipRecruiter Economic Research provides fact-driven, objective, unbiased data and analysis about the labor market. The team does not manipulate data or findings to produce favorable results. When possible, the team will make accompanying data available so that sources can be checked and independently verified. Survey and data methodology will be sourced and provided, and if it is not directly linked in an article, is available by request.