✦ 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Most compensation systems still rely on static, annual snapshots that are already outdated by the time they reach you.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.

Payscale Datasets

One unified data ecosystem — designed to power every compensation decision with confidence

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

THE FOUNDATION

Peer Data Ecosystem

Move beyond outdated surveys and embrace continuously updated 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 experts, choose which organizations anchor your data cut.

4,500+
Organizations
10.2M+
Incumbents
36,000+
Jobs available
60
Countries

Everything is powered by Peer — refreshed daily, HRIS-sourced, no manual submission, choose which competitors anchor your data cut.

Peer Global

When the market moves faster than your survey cycle

→ No survey to fill out — data flows directly from HRIS systems

→ Choose which organizations anchor your data cut

→ Coverage for emerging roles that haven't made it into surveys yet

Peer Enhanced

When data needs comp expertise built in

→ Geographic and location differentials — job by job

→ Regression analysis to normalize outliers

→ Consistent coverage across every role — the comp work, built in

Peer Industry

When your industry is the benchmark

→ Industry-specific job taxonomy + filters

→ Vertical filters general databases don't have

→ Peer community + quarterly events

Peer Markets

When your talent market crosses borders and local accuracy wins

→ Deeper coverage in 15 high-demand markets

→ UK, Mexico, Australia, Germany, France + more

→ Country-specific filters, localized accuracy

Don’t just take our word for it

Hear from 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 you can trust. Decisions you can defend.

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