Live job market trends — what's hiring, what it pays.
A public trend report built from live job postings. See which roles are heating up, their salary ranges, remote share, the skills employers keep asking for, and where the hiring is happening — refreshed automatically by our sourcing agents.
Coverage is cross-industry — from healthcare to real estate — but weighted toward technology and AI roles, where our agents track the most postings.
How this trend report works
Capcheck's sourcing agents continuously scan live job postings across the market. Postings with similar titles are clustered into a single demand signal — for example, dozens of "ML Engineer", "Machine Learning Engineer", and "MLOps Engineer" listings roll up into one tracked role. For each role we measure posting volume, the direction it is moving in, the share of postings that are remote-friendly, and the skills employers list most often.
Salary ranges are averaged from the subset of postings that disclose compensation, so they reflect what companies are actually offering right now rather than survey estimates. Location shares show where each role's postings are concentrated, with fully remote listings counted as their own "location". Finally, every tracked role is cross-referenced against candidates who have completed AI-screened interviews on Capcheck — that is the "candidates matched" number you see next to each role.
Where the data comes from — and what it covers
The report blends three sources: fast-growing roles from LinkedIn's cross-industry "Jobs on the Rise" research, jobs posted directly on Capcheck by hiring teams, and external postings our job-search agents scrape from the wider market. Because Capcheck's candidates and employers are concentrated in software, data, and AI, the sample is weighted toward technology roles — you will also see healthcare, real estate, finance, and other fields, but read this as a tech-forward sample of live hiring activity, not a census of every industry.
Numbers are aggregates over postings — never over individuals. Candidate previews are anonymized: names, contact details, and profiles are only visible to employers with a Capcheck account, and candidates control their own discoverability.
How often it updates
The underlying signals refresh as our agents complete new market sweeps, and this page serves the latest snapshot with a short cache. The "Updated" date at the top of the report tells you when the data behind it last changed.
How to use this report
For hiring teams
Use posting volume and trend direction to gauge how competitive a role will be before you open it, sanity-check your salary band against the market average, and see how many interview-vetted candidates are already available. A rising role with a deep candidate pool is a signal you can move fast; a rising role with a shallow pool means you should start sourcing early.
For candidates
The skills column is effectively a study guide: it shows exactly what employers list in live postings for each role. Pick the rising role closest to your experience, close the skill gaps it names, and practice with AI voice interviews on Capcheck so you are ready when the market is hottest.