Research Reports

February 2026

The New Economics of AI Engineering Pay

Learn how mega offers, shrinking equity, and cash premiums are changing AI compensation.

September 2025

New Divide in U.S. Hiring

Insights from a million offers from Fortune 100 companies reveal AI’s impact on global hiring.

Aug 2025

New grad compensation report

Insights from 1,200+ offers show new grads are prioritizing short-term cash over long-term equity.

July 2025

Inside the AI talent war

Insights from 75K+ offers from 100+ Fortune 500 companies reveal how the AI talent war is changing top-of-market pay.

June 2025

The Compensation Analysis Gap

There’s a backlog building. Across enterprise comp teams, critical analysis work is piling up—quietly, invisibly, and at massive cost.

June 2025

How top comp leaders are thinking about AI agents

We sat down with 20 comp leaders across 13 enterprise organizations to ask one big question: What will it take for AI agents to succeed in compensation?

May 2025

Equity Trends

Learn how market pressures impact equity program designs and grant values.

Jan 2025

Semiconductor

Insights from 1,500 offers at 25 tech companies reveal significant skill-based pay premiums above Hardware and Electrical Engineering job families.

Dec 2024

Tech Hiring Trends

Insights from 140,000 accepted offers across 90+ tech companies reveals a strategic shift to entry-level talent to reduce OPEX.

Nov 2024

AI engineering

Insights from 4,500 AI/ML offers in 2024 reveal variance in cash and equity compensation is linked to specific skills.