✦ PAYSCALE DATA ECOSYSTEM

Companies trust Payscale to make critical compensation decisions

Compensation data that never stops moving

Most compensation systems still rely on static, annual snapshots that are already outdated by the time they reach you. Payscale built something different — a living, layered data ecosystem designed to support every decision.

See where the market is moving — right now

Coverage you can map. Insights you can act on. Refreshed every day from millions of employer-reported records — so your pay decisions reflect the market as it is today, not last year.

All Industries
Benchmarked jobs
7,300+
Contributing orgs
4,500+
Employee records
10M+
Industries
29
7.1%
Annual turnover rate
3.9%
Wage growth
Retention Risk
Average
Select an industry to view it's retention risk
Aerospace and Defense
Benchmarked jobs
305
Contributing orgs
27
Employee records
108,490
Average tenure
4 years
8.9%
Annual turnover rate
3.5%
Wage growth
Retention Risk
Elevated
Above average turnover; monitor closely
Architecture, Engineering and Design
Benchmarked jobs
369
Contributing orgs
70
Employee records
90,570
Average tenure
5 years
6.7%
Annual turnover rate
4.7%
Wage growth
Retention Risk
Average
Near industry average; standard talent pipeline needed
Biotechnology and Pharmaceuticals
Benchmarked jobs
723
Contributing orgs
60
Employee records
263,426
Average tenure
5 years
8.3%
Annual turnover rate
3.5%
Wage growth
Retention Risk
Elevated
Above average turnover; monitor closely
Business Services and Consulting
Benchmarked jobs
1,176
Contributing orgs
254
Employee records
212,240
Average tenure
4 years
7.1%
Annual turnover rate
3.9%
Wage growth
Retention Risk
Average
Near industry average; standard talent pipeline needed
Chemicals
Benchmarked jobs
123
Contributing orgs
23
Employee records
24,040
Average tenure
8 years
9.5%
Annual turnover rate
3.3%
Wage growth
Retention Risk
High
High turnover; prioritize retention programs
Colleges and Universities
Benchmarked jobs
1,321
Contributing orgs
129
Employee records
255,155
Average tenure
5 years
8.6%
Annual turnover rate
4.4%
Wage growth
Retention Risk
Elevated
Above average turnover; monitor closely
Commercial and Consumer Services
Benchmarked jobs
505
Contributing orgs
82
Employee records
158,804
Average tenure
5 years
5.5%
Annual turnover rate
3.6%
Wage growth
Retention Risk
Lower
Below average turnover; relatively stable workforce
Construction
Benchmarked jobs
518
Contributing orgs
112
Employee records
92,460
Average tenure
4 years
5.9%
Annual turnover rate
3.4%
Wage growth
Retention Risk
Lower
Below average turnover; relatively stable workforce
Consumer Goods
Benchmarked jobs
745
Contributing orgs
66
Employee records
184,068
Average tenure
5 years
7.4%
Annual turnover rate
3.4%
Wage growth
Retention Risk
Average
Near industry average; standard talent pipeline needed
Distribution, Logistics and Transportation
Benchmarked jobs
1,038
Contributing orgs
134
Employee records
489,642
Average tenure
6 years
8.0%
Annual turnover rate
4.0%
Wage growth
Retention Risk
Elevated
Above average turnover; monitor closely
Electronic Equipment, Instruments and Components
Benchmarked jobs
420
Contributing orgs
27
Employee records
237,181
Average tenure
7 years
8.9%
Annual turnover rate
3.4%
Wage growth
Retention Risk
Elevated
Above average turnover; monitor closely
Energy and Utilities
Benchmarked jobs
804
Contributing orgs
124
Employee records
133,497
Average tenure
6 years
6.1%
Annual turnover rate
3.5%
Wage growth
Retention Risk
Lower
Below average turnover; relatively stable workforce
Financial Services
Benchmarked jobs
1,554
Contributing orgs
274
Employee records
388,270
Average tenure
6 years
8.3%
Annual turnover rate
3.3%
Wage growth
Retention Risk
Elevated
Above average turnover; monitor closely
Food and Beverage
Benchmarked jobs
766
Contributing orgs
87
Employee records
246,949
Average tenure
6 years
7.4%
Annual turnover rate
3.4%
Wage growth
Retention Risk
Average
Near industry average; standard talent pipeline needed
Government
Benchmarked jobs
1,054
Contributing orgs
184
Employee records
248,554
Average tenure
8 years
2.4%
Annual turnover rate
4.3%
Wage growth
Retention Risk
Lower
Below average turnover; relatively stable workforce
Health Care Providers and Services
Benchmarked jobs
2,248
Contributing orgs
442
Employee records
2.2M+
Average tenure
6 years
7.9%
Annual turnover rate
3.6%
Wage growth
Retention Risk
Elevated
Above average turnover; monitor closely
Hospitality
Benchmarked jobs
690
Contributing orgs
142
Employee records
426,152
Average tenure
8 years
5.2%
Annual turnover rate
3.5%
Wage growth
Retention Risk
Lower
Below average turnover; relatively stable workforce
Insurance
Benchmarked jobs
1,183
Contributing orgs
132
Employee records
222,070
Average tenure
7 years
8.1%
Annual turnover rate
3.4%
Wage growth
Retention Risk
Elevated
Above average turnover; monitor closely
Manufacturing
Benchmarked jobs
1,399
Contributing orgs
463
Employee records
646,796
Average tenure
6 years
7.0%
Annual turnover rate
4.0%
Wage growth
Retention Risk
Average
Near industry average; standard talent pipeline needed
Media, Sports and Entertainment
Benchmarked jobs
379
Contributing orgs
56
Employee records
60,034
Average tenure
7 years
6.8%
Annual turnover rate
3.5%
Wage growth
Retention Risk
Average
Near industry average; standard talent pipeline needed
Not-For-Profit Organizations
Benchmarked jobs
819
Contributing orgs
282
Employee records
94,406
Average tenure
6 years
4.3%
Annual turnover rate
4.0%
Wage growth
Retention Risk
Lower
Below average turnover; relatively stable workforce
Oil, Gas and Consumable Fuels
Benchmarked jobs
236
Contributing orgs
27
Employee records
42,715
Average tenure
5 years
10.0%
Annual turnover rate
3.7%
Wage growth
Retention Risk
High
High turnover; prioritize retention programs
Real Estate
Benchmarked jobs
269
Contributing orgs
69
Employee records
54,139
Average tenure
4 years
4.6%
Annual turnover rate
3.2%
Wage growth
Retention Risk
Lower
Below average turnover; relatively stable workforce
Retail
Benchmarked jobs
1,017
Contributing orgs
102
Employee records
787,997
Average tenure
5 years
5.8%
Annual turnover rate
3.6%
Wage growth
Retention Risk
Lower
Below average turnover; relatively stable workforce
Technology
Benchmarked jobs
955
Contributing orgs
193
Employee records
1.5M+
Average tenure
6 years
7.4%
Annual turnover rate
6.8%
Wage growth
Retention Risk
Average
Near industry average; standard talent pipeline needed
Telecommunications
Benchmarked jobs
343
Contributing orgs
37
Employee records
166,931
Average tenure
5 years
8.2%
Annual turnover rate
3.0%
Wage growth
Retention Risk
Elevated
Above average turnover; monitor closely
Why Payscale Data

Four pillars – zero black boxes.

Every data point is traceable, explainable, and AI-enhanced for quality. Where the data comes from matters just as much as what it tells you.

Trusted sourcing

Transparent and defensible – no black box in sight

Tap into HR-sourced, survey-grade compensation data from thousands of real organizations that's contiously monitored with advanced tools for outlier detection and taxonomy validation. Every data point is traceable, so you can confidently defend every compensation decision.

Comprehensive coverage

More data, more confident pay decisions

How do you make the industry’s most comprehensive compensation datasets even better? AI-enhanced insights extend beyond traditional surveys to fill gaps and deepen market coverage across roles, industries, and geographies.

Continuously refreshed

Data that keeps up with the pace of the market

Our foundational HR-sourced compensation data is continuously refreshed with the latest pay movements, emerging roles, and new organizational insights. This living intelligence gives you current, relevant benchmarks so you can make confident decisions as the market evolves.

Dynamic scoping

The right market data, automatically scoped

Define your competitive set and surface precise data cuts for each role, industry, and location. Customizable without consulting fees — and your data asset improves over time instead of expiring.

The Payscale Data Ecosystem

Six data offerings. One unified system.

Every dataset interconnects. Layer them together, or use what you need. All powered by the same trusted methodology.

THE FOUNDATION

Payscale Peer

Move beyond outdated surveys and embrace real-time market pricing for smarter decisions. Peer is like a traditional salary survey, but refreshed daily — sourced directly from participant HRIS systems, validated by a team of 15 experts, with transparency down to the company level.

4.5K+
Organizations
9.9M
Incumbents
7.3K+
Jobs available
55
Countries

Peer Industry Networks (PINs)

Daily

White-glove industry experience powered by fresh, transparent industry-specific data. Tailored jobs, industry filters, community events, and unmatched transparency.

→ Tailored jobs & industry-specific data cuts

→ Quarterly community events & networking

→ Airlines, Biopharma, Hospitality, Retail, Manufacturing + more

Explore PINs →

HR Market Analysis (HRMA)

Monthly

Data you need to confidently price jobs without the burden of participation. Delivers an answer no matter your industry, size, or location.

→ 1.3 trillion data point combinations

→ 5,900 jobs across 257 industries

→ Includes base, bonus, TCC & more

Explore HRMA →

Payscale Verse

Monthly

The most innovative dataset. A statistical model trained on Peer that fills in where traditional data falls short — pricing any job, level, industry, size, or location with confidence.

→ Tailored jobs & industry-specific data cuts

→ Quarterly community events & networking

→ Airlines, Biopharma, Hospitality, Retail, Manufacturing + more

Explore Verse →

Payscale Pulse+

Annually

Blended, country-specific dataset providing a comprehensive view of global compensation with clear, confident insights into local pay markets.

→ Peer data + validated external market insights

→ Harmonized across countries for consistent comparisons

→ UK, Mexico, Germany, Australia

Explore Pulse+ →

Payscale Pulse

Quarterly

AI-enhanced dataset built on HRIS data from Payscale clients and the Peer dataset. Fills in where traditional data cuts fall short — with rigorous validation and anonymity.

→ 4,900+ benchmarked jobs, 8.2M employees

→ Data averaging less than 5 months old

→ US-based with international surveys available

Explore Pulse →

3rd Party Surveys

Varies

Access survey data through Payscale’s exclusive agreements with top publishers. Automated loading, personalized recommendations, and the option to purchase directly through Payscale.

→ Aon, Mercer, Korn Ferry, Culpepper, and more

→ Automated survey loading into your workflow

→ Personalized recommendations from our team

Explore Partners →

Don’t just take our word for it

Hear from the leaders how Payscale delivers for clarity, scale, and trust in their compensation strategy.

500+ 5 Star Reviews
“With Payscale, we know we’re making smart decisions regarding compensation.
The Payscale data has been tremendous in that it enables us to zoom in and narrow the data down to our specific market in terms of our revenue size, our team size, and our location.”
Lindsay Clayborne, CHRP, People Partner, Cardata
Lindsay Clayborne
CHRP, People Partner, Cardata

Enterprise-grade security, built in

Protecting comp data is non-negotiable. Payscale meets global compliance standards (GDPR, CCPA, CPRA), holds SOC 2 + TX-RAMP certifications, and runs annual third-party penetration testing, all backed by 24/7 in-house monitoring.

Data for Every Stage

Whether you’re building your first comp program or optimizing a global strategy, Payscale’s data products scale with you.

The right data for wherever you are in your journey

Reactive

No standardized compensation process in place.

Verse

Emerging

Beginning to define process using data for market pricing.

Verse
Peer

Developing

Standardizing approach to salary data & strategy

Peer
Pulse

Advancing

Consistent framework using strategy & tools to align goals.

Peer
Pulse
Pulse+

Optimizing

Confident data & strategy, optimizing approach & best practices.

Peer
PINs
Pulse+
Surveys

Data you can trust. Decisions you can defend.

See how Payscale’s living data ecosystem powers confident compensation for 10,000+ organizations worldwide.