Where does Scowter get its job market data?

Scowter aggregates live job data from 150+ job boards worldwide, including major aggregators, ATS platforms, and direct employer sites. Salary benchmarks are derived from job listings that include compensation disclosures.

How accurate are the salary benchmarks?

Salary benchmarks are based on jobs that publicly disclose compensation. Non-USD currencies are converted to USD at static rates, hourly rates are annualized at 2,080 hours/year, and the figures shown are medians to reduce outlier impact.

Can I filter insights by role, location, or salary?

Yes. Use the filter bar to narrow insights by role keyword, location, salary range, employment type, and date range. All charts and the jobs list update to match your filters.

Can I search for jobs based on these insights?

Yes — every chart supports drill-down. Click a trending role, company, or location to apply it as a filter; then use the 'Apply filter' button to open the full search page with your filters pre-applied.

Live Market Intelligence

Job Market Insights & Salary Benchmarks

Name: Scowter Job Market Intelligence Dataset
Creator: Scowter
License: https://scowter.com/privacy

Set your criteria — role, location, salary, or employment type — to find live market insights on trending roles, compensation, top hiring companies, and in-demand skills across 150+ job boards.

Global coverage · 50+ countriesUpdated dailySalaries in USD

Live Dashboard

Jobs

140k+

Avg Salary

$92k

New/wk

3.2k

MonTueWedThuFriSatSun

Top Role

Software Eng.

RoleLocationEmployment

Window

Tip: click any chart to drill down. Data spans 150+ boards globally.

Apply filter →

Live Jobs

144K

147K discovered all-time

Median Salary

$100K

Avg $112K · 2.6K samples

New (last 7d)

18K

Across all tracked boards

Top Hiring

Deloitte

1.0K open roles

Trending Roles

Most-searched keywords in the last 30 days. Click a bar to filter everything to that role.

Live Searches

Real-time feed — click to apply as a filter.

Waiting for activity…

Salary Distribution

Annualized USD across 4,259 salary-disclosed jobs. Median $100K.

All roles, all locations · narrow by:

Top Hiring Companies

Employers with the most open roles matching your filters.

Top Hiring Locations

Top 7 cities plus an "Other" bucket for every remaining location combined.

In-Demand Skills

Skills & specialties that appear most often in titles. Click to filter roles.

Latest Job FeedsRandom mix

A random mix across 150+ sources we track — refresh for fresh picks.

See all →

How Scowter collects job market data

Every day Scowter crawls 150+ job boards and ATS platforms — including major aggregators, direct employer career pages, and regional specialists. Each listing is normalized, deduplicated, and indexed for real-time search and aggregate analysis.

The insights on this page reflect the full index: ~140,000+ live jobs and growing. Salary benchmarks are derived from listings that publicly disclose compensation, converted to annualized USD so you can compare apples to apples across regions and pay periods.

Turn insights into action

Every chart on this page is a shortcut into the search. Click a trending role to filter everything to that role. Pick a location. Narrow the salary slider. When you find a slice of the market that looks good, hit “Apply filter” to open the full search with your filters pre-applied.

Pair this with our AI job search to score each match, or jump straight into remote jobs if that's what you're after.

FAQ

Frequently asked questions

Tap a question to expand.

Where does the salary data come from?

From job listings that publicly disclose compensation. We parse a wide range of formats (hourly, monthly, annual; multiple currencies) and annualize + convert to USD for consistent benchmarking.

How often are the insights updated?

Raw job data refreshes daily. The aggregated charts re-compute every 10 minutes. The live searches feed at the top of the dashboard shows activity as it happens.

Can I bookmark a specific view?

Yes — filters are written to the URL, so any filtered view is shareable and bookmarkable.

Why are some roles higher-paying than expected?

Salary benchmarks reflect what employers publicly offer. High-comp roles (e.g. engineering, finance, legal) tend to have higher disclosure rates and appear more often. Use the median rather than the average to reduce outlier impact.

What does "Apply filter" actually do?

It takes whatever filters you've set on this dashboard (role, location, salary, employment type, date window) and opens the full /search page with those filters pre-applied, so you can see the actual matching jobs.

Can I filter the insights?

Yes. Use the filter bar at the top, or click any chart bar / pie slice — it will apply that value as a filter and every other chart re-computes to match.

Live talent feed