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Datamata Studios
Skill trends

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Skill trends, comparisons, salary context, resume help and long-form guides — jump straight to what brings people back.

Listing-backedSalary hub

Salary intelligence from live listings

Medians and percentile ranges come from roles with disclosed compensation in our job index — not self-reported surveys. Pick a category slice or open the free benchmark tool to filter by skills and seniority.

Updated regularly
How this data works

At a glance

  • Figures reflect listings where employers publish salary_min and salary_max — sample sizes vary by category.
  • We do not publish regional salary breakdowns until coverage is consistent enough to be trustworthy.
  • Pair category pages with 8,665 indexed roles on Skill Trends for demand context.

Indexed listings

8,665

All categories in the latest scrape

Companies tracked

3,901

Salary categories

6

Data, engineering, AI, DevOps, security, product

Free benchmark

Browser

Filter by skills on /utilities/salary-benchmark

Browse by category

Categories with enough disclosed salaries include live percentile ranges.

Data analyst landing

Browse by role

Role-specific salary ranges, seniority breakdowns and skill premiums.

Related tools

Free utilities and Pro tools that use the same listings.

Other hubs and tools that use the same job postings.