Workforce Data & Insights

Financial Times Features Revelio Labs Data on the Rise of Fractional Executives

The Financial Times highlights Revelio Labs data showing that fractional executive roles have become increasingly common, led by CFO, marketing, and operations positions.

CBS News Features Revelio Labs Research on AI Data Center Wages

CBS News features Revelio Labs research showing that skilled trade jobs supporting AI data centers can command a wage premium.

The New York Times Features Revelio Labs Data on AI’s Labor Market Effects

The New York Times features Revelio Labs on how AI could affect hiring, wages, and job quality, particularly for younger workers.

Forbes Highlights Revelio Labs Research on the Computer Science Graduate Pipeline

Forbes cites Revelio Labs research showing that the class of 2026 may mark a high-water point for computer science graduates as student interest begins to shift.

Business Insider Cites Revelio Labs Data on AI Investment and Company Growth

Ramp and Revelio Labs research featured in Business Insider finds that companies investing most heavily in AI tend to grow employment faster.

CNBC Talks With Ben Zweig About What AI Means for Jobs

Revelio Labs CEO Ben Zweig joined CNBC’s Squawk Box to discuss AI and the jobs market, hiring, layoffs, and data center job growth.

Business Insider Cites Revelio Labs Research on AI Skills Added to Past Jobs

Revelio Labs research featured in Business Insider finds AI terms added to past LinkedIn roles have risen more than sixfold since ChatGPT.

Forbes Features Revelio Labs Research on Why More Job Postings Aren’t Leading to Hires

Revelio Labs research featured in Forbes shows the ratio of hires per job posting fell from 0.75 in 2018 to below 0.5 in 2023.

Bloomberg Features Revelio Labs Research on How MBAs Are Rewriting Their Career Histories

Bloomberg featured new research from Stanford University and Revelio Labs that 29% of MBAs have altered past work experience on LinkedIn, the highest share among education groups.

Bloomberg Features Revelio Labs LinkedIn Research

Bloomberg Opinion featured new research from Stanford University and Revelio Labs examining how workers revise their employment histories on LinkedIn.

Business Insider Features Revelio Labs Hiring Data

Revelio Labs data featured in Business Insider shows boomerang hiring is rising, with former employees accounting for 3.4% of US hires.

Revelio Terminal: Global Workforce Data in One Place

Explore the Revelio Terminal, a single source for global workforce data, analytics, research, discovery, and AI capabilities.

Revelio Labs and PerceivIQ Partner to Bring Labor Market Data to Workforce Development

Revelio Labs and PerceivIQ are bringing timely labor market information to workforce development boards, EDOs, and community colleges.

Entry-Level Job Postings Are Down 35%

Fast Company cited Revelio Labs research showing U.S. entry-level job postings have fallen about 35% since early 2023.

Revelio Labs Joins the 2026 Inc. 5000

Revelio Labs ranks No. 1,542 on the 2026 Inc. 5000, recognizing the fastest-growing private companies in America.

Ben Zweig on CNBC: How AI Is Changing Jobs

Revelio Labs CEO Ben Zweig joins CNBC to discuss AI and jobs and findings from the new AI Labor Market Tracker.

Lisa Simon on How AI Is Changing Work

TIME speaks with Revelio Labs Chief Economist Lisa Simon about what new data reveals about AI and the job market.

Bloomberg Features Lisa Simon to Discuss How AI Investment Is Driving Job Growth

Revelio Labs Chief Economist Lisa Simon explains how AI investment and job growth are evolving together across entry-level and experienced roles.

Types of Data Collected by Workforce Intelligence Software

Workforce intelligence software can help you improve your business by using workforce data. Revelio Labs uses public data to track and monitor millions of businesses. We track different types of data, so you can gain a comprehensive understanding of workforce trends. You can use our software to understand and compare your workforce to your competitors.

How Workforce Intelligence Affects the Telehealth Industry

Workforce intelligence can help various industries collect data and analyze insights, including the telehealth industry. At Revelio Labs, we can help enhance telehealth operations by providing information about employee effectiveness and efficiency. Here is how you can use workforce software in the telehealth industry:

5 Questions About U.S. Workforce Data

Workforce data provides valuable insights into employment trends, skills gaps, and demographic shifts. This information helps businesses make informed decisions and develop effective strategies. Here is more information about United States workforce data and how Revelio Labs, a leading data analytics company, empowers organizations to unlock the potential of this valuable resource:

9 Tips for Analyzing and Interpreting HR Workforce Data

At Revelio Labs, we have created workforce intelligence software that can absorb workforce data across millions of companies and condense it into digestible reports. This information can help you better understand your business or benchmark it against competitors. Workforce data can provide insights into employee performance, retention, demographics, and overall business success. Here are some of our tips for analyzing and interpreting HR workforce data:

What Workforce Data Can Tell Us About Current Labor Markets

Understanding the dynamics of labor markets has become key for investors, organizations, and policymakers alike. At Revelio Labs, we believe using this data effectively can support organizational success. The availability of workforce data and advanced analytics provides valuable insights into the current market and helps inform decisions that affect the workplace. Here is more on what information workforce data can offer about current labor markets and how it can help your business:

How the Healthcare Industry Uses Workforce Intelligence

Healthcare providers are only as good as their staff, but today's industry is fraught with staffing challenges. The recent pandemic and other factors have increased the uncertainty, fatigue, and stress that lead to employee burnout. This problem can spiral out of control, but good workforce intelligence can help healthcare facility administrators preserve their staff.

How Workforce Intelligence Software Analyzes Workforce Composition

Making informed decisions about a company's workforce can be the difference between success and failure. Accurate workforce data can help investors pick winning investments. Understanding how competitors manage their workforce can also help managers get the most out of their human resources. The workforce intelligence software from Revelio Labs gives you a clear view of a company's workforce.

What the Numbers Behind America's Job Market Are Really Saying

Workforce data can give you a detailed report about the employees in a company or industry. It provides current demographic information as well as details about their job. Revelio Labs provides comprehensive data on the US workforce to help you make well-informed business and investment decisions.

Same Data, Different Lens: Untangling Workforce Data From HR Analytics

Workforce data and HR analytics aren't the same thing. See the key differences and learn how Revelio Labs turns raw data into decisions that outpace competitors.

Why Smart Businesses Are Betting on Workforce Intelligence Software

See why more businesses are turning to workforce intelligence software, and how it helps you predict shortages, boost retention, and outpace competitors.

Five Signs It's Time to Bring In a Workforce Intelligence Partner

Not sure if you need a workforce intelligence company? Learn the signs it's time to bring in Revelio Labs for data-driven hiring, retention, and growth.

From Tracking to Mergers: How to Actually Use Workforce Intelligence Software

New to workforce intelligence software? This guide breaks down how to track competitors, research industries, and plan mergers with Revelio Labs data.

How Workforce Data Becomes Business Growth

Want to grow your business faster? See how workforce data helps you hire smarter, outpace competitors, and avoid costly missteps with Revelio Labs.

The Hidden Story in Your Competitors' Workforce Data

Curious what your competitors' hiring, pay, and retention data reveal? See how workforce intelligence exposes their strengths, gaps, and next moves.

How Does Workforce Intelligence Help the Hiring Process?

Discover how workforce intelligence optimizes the hiring process by reducing bias, streamlining recruitment, analyzing competitor trends, and lowering turnover.

How Does Workforce Intelligence Software Work?

Learn how workforce intelligence software collects, standardizes, and analyzes employment data to help businesses predict future staffing needs and optimize hiring.

How to Choose the Right Workforce Intelligence Software

Not all workforce intelligence platforms are equal. Learn the 5 criteria that matter most when choosing one: data sources, historical depth, company coverage, customizable reports, and nowcasting.

Can Workforce Intelligence Reduce Employee Turnover?

High turnover is often preventable. See how workforce intelligence pinpoints who's leaving, why they're going, and what to change — so you can build a retention strategy that lasts.

Why Monthly Workforce Data Beats Waiting for Answers

Wondering how often to refresh your workforce data? See why monthly reports from Revelio Labs give investors and businesses a real competitive edge.

Who Can Benefit From Workforce Intelligence?

Workforce intelligence software compiles public data into easy-to-understand reports that help users understand the trends and dynamics of a company and their workforce. Reports from Revelio Labs can tell you about a company's workforce, worldwide revenue, and hiring and attrition trends. Our information can help you make data-driven decisions about your company or a company you are considering investing in.

6 Aspects of Workforce Planning

Whatever your industry, there will be times when you need to plan ahead and adjust your team to help them succeed. Planning and executing changes to your staff is a continuous process. Making informed changes based on accurate workforce data from Revelio Labs can help keep your team competitive.

Features To Look For in Workforce Intelligence Software

There are many reasons to try to understand how a company works. Whether you are looking for investment opportunities or evaluating a rival, detailed information gives you an advantage. There is a wealth of publicly available information about a company's staff, but finding it is difficult. Workforce intelligence software is a powerful tool that collects this information for you and presents it in an easy-to-use form.

Using Workforce Intelligence To Learn About Competitors

Getting ahead of the competition is one of the most challenging parts of growing a business. Rival companies make it more difficult to secure resources and skilled employees within the industry. Gaining access to accurate workforce intelligence can give you a significant market advantage.

A Guide to Understanding and Using Workforce Data

The key to smart investing is learning as much as possible about the companies you want to trade. Knowing who the company is and what impact they want to have on the market helps savvy investors avoid underperforming stocks. Complete and accurate workforce data is a valuable asset.

How To Use Workforce Intelligence as an Asset Manager

Current workforce intelligence is invaluable when planning significant investments. Data is a potent tool for asset managers trying to grow their client's portfolios. It helps quantify risks and predict future trends. The detailed information provided by Revelio Labs can revolutionize your investment strategy.

# Workforce Metrics That Help You Invest Wisely

Workforce data and the metrics it provides can assist you when investing. To make better investments, use our workforce intelligence software. Here is what you should know about investing and workforce metrics:

Learn About Competing Businesses Using Workforce Intelligence

Revelio Labs can help you learn about your competitors with our workforce intelligence software. We deliver workforce data in the form of easy-to-read reports that can help you gain helpful insights about millions of businesses. Using your competitor's workforce data may help you build your business and avoid potential pitfalls.

Using Workforce Software To Analyze Competitors

Workforce intelligence software helps you understand companies by collecting workforce data and compiling it into easy-to-read reports. Using data from multiple sources, Revelio Labs can analyze information about your competitors so you can determine where to allocate resources in your business. If you want access to over a decade of data so you can understand your competitors and what is driving their success, Revelio Labs may be exactly what you need.

What Kinds of Companies Need Workforce Intelligence Software?

Many companies can use workforce intelligence software, and some may benefit more than others. At Revelio Labs, we want our customers to be able to utilize the power of workforce intelligence software. Here are a few types of companies that may benefit from using workforce intelligence software:

What Is Sampling Bias and How Will Workforce Data Help Me Avoid It?

Sampling bias occurs when the samples of a study are selected incorrectly and do not reflect a true "random" sample. Unlike more blatant forms of bias that can arise during market and workforce research, sampling bias is a hidden threat. It can become a serious issue if ignored, especially as the sampling sizes of your future studies grow. The workforce data tools provided by Revelio Labs can help eliminate sampling bias from your studies. No matter how large your business grows, having the right tools on hand that help you correct any biases that arise from common workforce studies.

What Is the Impact of Effective Workforce Intelligence?

The impact an effective workforce intelligence software can have on companies, investors, and others can be positive. At Revelio Labs, we want our customers to understand how to utilize our software for success. Here is what you can expect from our workforce software:

Revelio Labs: What We Can Do for Your Company

At Revelio Labs, we can assist your company in several different ways. Our workforce data software has been used to elevate companies. Here is what you need to know about workforce data and what it can do for your company:

How Workforce Intelligence Software Accelerates Your Investments

Investment-making can be a complicated and daunting task. Workforce intelligence software can assist you in accelerating the investment process. At Revelio Labs, we offer a universal database that investors can use throughout their investment experience. Here is what you should know about workforce intelligence technology and investing:

What Does Workforce Intelligence Include?

Workforce intelligence is the combination of dozens of fields of data. At Revelio Labs, we want our customers and partners to understand what workforce intelligence includes and how it may be beneficial. These points of data can help investors and business owners make responsive, well-informed decisions.

What Workforce Data Reveals About a Company

If you are an investor looking for a company to invest in, you may want to consider utilizing the power of workforce data. Workforce data can give you information regarding several aspects of potential investment in a company. At Revelio Labs, we offer a range of information that can help you understand the detailed, inner workings of a company.

5 Benefits of Analyzing Workforce Data With Revelio Labs

Workforce intelligence software can help enhance daily business operations, investments, and more. At Revelio Labs, we offer a robust database that can assist you. Here are some top-tier benefits of analyzing workforce data with us:

What to Know About Workforce Data

Workforce data has started to gain more traction within general business practices. This type of data can be difficult to understand. Revelio Labs is a leading provider of workforce data and can help you use the information we find to your advantage.

How to Invest Effectively Using Workforce Intelligence

Making an investment of any kind is a big deal. When you choose to invest in a company there are varying aspects that you may want to consider. These facets can be found using Revelio Labs workforce intelligence tools.

Managing Workforce Intelligence Software for Investors

Revelio Labs provides real-time workforce intelligence software that gives you in-depth insights. Whether you are an asset manager or a business, our workforce (WF) data tools can help you stay ahead. They provide details about each company's nature and ideas for improving your business.

Our Workforce Intelligence Software for Corporate Mergers

If you are looking into a corporate merger, you may want to consider investing in workforce intelligence software. What is workforce intelligence? We at Revelio Labs, are experts in workforce intelligence data and can help you understand why you should consider using it for your merger.

How Revelio Labs Manages Your Workforce Data

At Revelio Labs, we provide you with real-time tools that offer you in-depth insights. Whether you're an asset manager or a business, our workforce data tools can help you stay ahead. Our analytics tools supply you with details about the nature of each company. These insights can give you ideas on how you can improve the way you do business.

Should I Invest in Workforce Intelligence Software?

If you are considering investing in workforce intelligence software, you have clicked on the right page. Revelio Labs is a leader in workforce data and software. Investing in unfamiliar technology can be difficult, but we can help.

When to Invest in Workforce Data

Investing in your own company will always bring value to your business. But when should one invest in workforce data? Here is what you should know about workforce data, how it works, and why you should incorporate this kind of investment into your own business methodology.

How Workforce Intelligence Optimizes Your Merger Process

In the business world, any device that helps one gain more success should be sought after. Workforce intelligence is one of those tools. Many business-related items are helped by this data. What about your merger process?

What Are Workforce Strategies?

Is your workforce evolving with your business needs? If not, you need a data-driven workforce strategy. This is a workforce plan built on real-time industry data and trends. It influences how you hire, retain, and train your workforce. At Revelio Labs, we provide workforce intelligence software that combines data from hundreds of millions of public employment records to emerge a universal HR database.

What Are the Key Elements of Workforce Planning?

Every business leader desires to achieve greater goals and grow their business. Achieving such success needs you to apply apt workforce intelligence tools. These tools help your business get the right employees with the right skills. For workforce planning to be successful, observe the following key elements:

Elements of Typical Workforce Intelligence Software

Are you looking to leverage modern workforce intelligence software? Revelio Labs is a perfect solution. We absorb and standardize hundreds of millions of employment records to create a universal HR database. The benefits extend beyond the HR department. You can use our lab to benchmark or compare your organization with competitors.

Investors and the Workplace: How You Can Manage Your Data

Humans are the driving force behind company success. It can be difficult to determine the employee makeup of a company. At Revelio Labs, we have pioneered workforce data software to quickly predict workforce composition and unify employees and job titles. Our technology takes workforce dynamics beyond the scope of human-based HR databases.

Why Workforce Data Is Imperative To Your Business

Are you an asset manager or business looking for more unique ways to address your workforce challenges? As you look for workforce data options, look to those that help your business stay ahead. By making factors like these a priority, you'll be on track to transform your business functions.

What Is Workforce Composition?

Define workforce composition and learn how analyzing demographic shifts, remote work tech, and employee roles improves your workforce planning.

How Do Organizations Maintain a Quality Workforce?

Most businesses possess a clear understanding of what a quality workforce entails. Some workforce characteristics that come to mind are superior technical capabilities and effective communication, but those are not absolute. The features often vary depending on the industry a business operates. Utilizing workforce data is invaluable to knowing areas that need strengthening.

5 Kinds of Data Analytics Tools

Data analytics is fundamental for modern businesses, and there are various tools for gathering and analyzing different types of data. From workforce intelligence software to predictive and prescriptive tools, companies can leverage analytics tools for decision-making insights. Here's an overview of the five major kinds of data analytics tools, how they are used, and their merits:

How to Filter Data to Create Effective Workforce Intelligence

Workforce intelligence is crucial to the growth of any organization. You can know the workforce intelligence in your business by collecting the workers’ data. When gathering the workforce data, you have to consider the behaviors and patterns of the workers to help you create effective strategies and plans to grow your business. The data you collect will give you better and more comprehensive insights into your staff.

Why Track Workforce Changes

Most HR teams acknowledge the resourcefulness of workforce data and trends. Keeping track of the changes and new developments is vital for workforce intelligence and decision-making. For HR teams, the goal is to collect and analyze the right metrics for insights about workforce trends and other mission-critical aspects. Here’s why HR should track workforce changes:

What Is an HR Database?

Businesses recognize the resourcefulness of workforce intelligence and analytics drawn from employee records. Nearly all companies have an internal HR database, the lifeblood of the department. Human resource databases store employee personal, financial, and performance information. They also hold recruitment data and various other critical records.

Employee Questionnaires, What Problem Are You Trying To Solve.

Employee questionnaires generally provide workforce Intelligence, a trending phenomenon among modern businesses. Managers, HR, or investors can use the collected data to gauge performance and satisfaction around policies, strategies, leadership, and more. The best employee questionnaires target specific issues that may need to be addressed.

Getting the Truth into Workplace Surveys

Employee surveys are a source of vital workforce data the company can use to reform its leadership styles and improve morale. According to studies, 50% of employees are less than truthful in their survey feedback. There's no way to guarantee the accuracy of the responses, and employees may lie about their position and managers in fear of losing favor or their job.

Labor Market Analysis Explained

Job market analysis measures labor supply, demand, and pay for a role or industry. See what it involves and how Revelio Labs standardizes the data behind it.

How Does Your Company Compare To Your Competitors?

A company's leadership responsibility is to balance organizational needs with employee needs. Businesses are also beginning to realize the resources of leveraging workforce intelligence to help outperform competitors. Below is an overview of how comparing your company to other similar companies can increase your competitive edge.

9 of Today’s Common Challenges for Human Resource

The best-performing companies have invested in workforce data and analytics to help human resources get comprehensive insights into the employees. Employees are the best assets for any business. Companies are therefore competing to remain relevant in the market by investing in competitive human resources. Despite this, HR still faces some challenges today.

How We Moved to a Remote Workforce

Even before the onset of the COVID 19 pandemic, the number of Americans working remotely was increasing. Now, workforce data shows about 16% of companies entirely rely on remote workers. 

Workforce Intelligence: How HR Can Make Data-Driven Decisions that Move the Needle for the Business

Human resource teams have many uses for big data, which is the core of modern workforce intelligence. The challenge is to find effective ways to convert the data into actionable insights for the business. Unfortunately, most HR teams are yet to explore workforce intelligence fully. 

Using Data to Shape Your Post-COVID Hiring Strategy

COVID-19 impacts will be felt long after the pandemic is gone. However, the goal is to leverage workforce data even as businesses look to revamp and recover from the dynamics that left many workplaces deserted.

Why Workforce Intelligence Is Essential to Healthcare HR Transformation

When it comes to the health care industry, many companies today have to deal with constant changes. No matter your background, it's crucial to seek workforce intelligence (WI) options that help you research the needs of workers. This ensures that you have the right plan in place to create the best workplace for all.

How Workforce Intelligence Creates a Better Employee Experience

Are you someone who is looking for workforce intelligence (WI) options that help provide the best experience for your workers? Whether you're an asset manager or an enterprise, it's crucial to research the needs of employees. This will ensure that you have the right plan in place to create the best workplace for everyone.

How Can Workforce Intelligence Software Help Me?

If you own a business or have employees, you may want to consider using workforce intelligence software. This software looks at employee patterns and helps businesses make data-driven decisions. In addition, workforce intelligence software also compiles and analyzes information from employee surveys. If your employees and workforce are a crucial part of your business plan, then the importance of this software cannot be overstated. Most companies know and understand the importance of financial metrics, but they don't measure anything else. However, looking at other metrics can help you improve your business and succeed in other ways. This blog post describes how this software can help you succeed as you manage your business and employees. To learn more, read on.

How Workforce Intelligence Technology Can Help Your Company Succeed

If you are an HR specialist, perhaps you have heard of workforce intelligence. This software is available to companies in software-as-a-service (SaaS) format, and many take advantage of its amazing qualities. Not only does this software allow companies to gather specific data sets easily, but it also makes quickly interpreting that data possible. 

Why Workforce Intelligence Can Help You Get Hired By Top Companies

Are you looking to jump-start a new career but feel overwhelmed by the current job market? Frequently, potential employers that are looking to fill a position will have long and detailed applications. Often, these applications will also contain quizzes or questionnaires. These platforms utilize data from workforce intelligence software.

3 Ways Workforce Data can Help Benchmark Your Company:

You can leverage workforce data to make your company stand out in the job market. Software like workforce intelligence helps you analyze and target applicants.  Specifically, this software will target individuals that are well-suited for the position for which you are hiring. You can use workforce data to collect different data sets, which can help you make the workplace a more productive environment.

3 Ways Workforce Intelligence Can Help HR With the Hiring Process

If you are looking for an effective way to track productivity in the workplace, then it is time to consider workforce intelligence software. This type of software has endless ways to help you track productivity and choose the most eligible and promising job applicants. Over time, this software can save your company money on the entire hiring process.

How The CEO of Figma Went from a CS Intern to the Head of a $2 Billion Company

Are you looking to understand the trends that lie behind a company? Today’s workforce data can be difficult to interpret. Here, we take a look at Figma, a collaborative software company for designers, and its CEO, Dylan Field:

Why The EU Continues To Crack Down On Data Collection and Storage Practices

In today’s digital age, it is more important than ever to be aware of what rights you have regarding data collection. Whether you are an employer, team member, or customer, it is essential to protect workforce data using proper storage techniques.

Top 5 Businesses That Grew As A Result Of A Tumultuous 2020

COVID-19 has had devastating impacts on economies worldwide, but some businesses are thriving during the pandemic. This article highlights some of those brands that continue benefiting from a tumultuous 2020 and how workforce intelligence may have played a role.

Why Working with or in Cryptocurrencies Grew in Importance Throughout 2020

The price of bitcoin rose by more than 400% this year, and cryptocurrencies, in general, rose 6 percent against the dollar amid COVID-19 – thanks to growing interests from mega investment firms. As a workforce intelligence software, Revelio Labs is always interested in fascinating developments such as these and how it may affect the workforce.

Has Apple's Focus On Their Carbon Footprint Really Increased Sales

Examining the talent within a company can help investors and other organizations assess environmental responsibility. That’s something made possible by the workforce intelligence data provided by Revelio Labs. To illustrate the importance of environmental responsibility, let’s take a look at Apple.

Why Hedge Funds Use Revelio Labs For Workforce Data

There’s tremendous value in understanding your workforce. Financial metrics provide results of the output but can’t truly tell hedge fund managers why plus how to make the organization more efficient and productive. That information lies in analyzing workforce data.