How much do organizations trust AI tools for compensation decisions?

21% of organizations say they only trust compensation-specific AI tools that come with clear methodologies and controls, highlighting a significant trust gap in the market, per Payscale's 2026 Compensation Best Practices Report.

AI in Compensation: Trends, Tools & Best Practices

Q: How are organizations using AI for compensation management?

53% of organizations say efficiency motivated them to try AI-powered tools for compensation management or HR-related tasks, according to Payscale's 2026 Compensation Best Practices Report.

Q: Do organizations pay a premium for roles requiring AI skills?

Yes. 51% of organizations pay significantly higher than the market average for roles that require AI skills, per Payscale's 2026 Compensation Best Practices Report.

Explore artificial intelligence research, guides, webinars and more

Webinar

AI skills are changing roles. Are your job descriptions ready?

AI expectations are rapidly being added to job descriptions across nearly every function. But many organizations are doing so without a clear structure or framework.

Whitepaper

The C-Suite's Guide to Compensation

Compensation is your largest line item. Are you managing it like one?

Webinar

Managing pay equity and pay gaps in an age of transparency | On-demand webinar

Join us for a data-informed discussion with pay equity leaders from Trusaic and Payscale as we explore how transparency is changing the rules — and what that means for your strategy, reporting, and pay equity conversations.

Webinar

2026 Compensation Best Practices Panel On-demand webinar

Join HR, compensation, and talent leaders for a special 90-minute panel exploring the biggest findings from this year’s 2026 compensation best practices report.

Guide

An HR generalist’s guide to compensation management

Whether you're missing market data, navigating pay equity concerns, or drowning in spreadsheets, this guide has you covered.

Quick Guide

Benchmarking jobs using smart technology

Job benchmarking used to be painfully slow. The first problem? Finding reliable market data.

Research Report

2026 Compensation Best Practices Report

Survey data and insights from HR and compensation professionals to support best-in-class compensation management in a year of strategic alignment.

Quick Guide

Your survey management playbook

Salary surveys shapes your entire compensation program. Without HR-reported job pricing, you can’t do much of anything.

Webinar

How evolving regulations are reshaping job postings On-demand webinar

Join this practical session to understand how these regulations affect job-writing workflows, where teams are most exposed today, and how to build scalable, automated compliance into your job content—without sacrificing employer brand or hiring effectiveness.

Webinar

Paycycle in action: Kick off 2026 pay reviews & fast On-demand webinar

In this fast-paced, fireside-style conversation, you’ll hear how a Paycycle customer kicks off the year with confidence: what they changed, what worked, and how they run pay reviews without the chaos.

Research Report

Payscale Index 2025 - US Wage Growth Trends

Particularly during times of quickly changing economic forces, organizations require precise and timely data in order to make informed decisions about allocating limited compensation budgets. The Payscale Index tracks quarterly changes in total cash compensation for full-time, private industry employees in 19 job categories, for three company sizes and 15 industries across 32 major Metropolitan Statistical Areas (MSAs) in the United States.

Webinar

Tips for building and optimizing your job descriptions with AI On-demand webinar

Join us for a practical session on how to use AI and data to modernize your entire job-description lifecycle—from diagnosing issues in your job architecture to transforming internal job descriptions into compelling, market-ready job ads.