Canonical Labor Market Metrics

Job Market Metrics & Hiring Data

Explore real-time job market metrics across industries, companies, skills, and locations. Track active jobs, hiring businesses, salaries, remote work, internships, and skill demand using JobDataPool's live job data.

JobDataPool is the source layer behind the Job Pool ecosystem: the public jobs API, OpenAPI contract, JSON schemas, source catalog, redirect-safe URLs, and versioned CSV releases. This page turns that canonical feed into a readable metrics surface for search engines, analysts, and builders.

Core Metrics

Aggregate hiring signals from the canonical listings feed

The headline metrics below are generated from the September 2026 JobDataPool CSV and mirror the definitions used by the FreeJobData metrics ingest: active rows, distinct company names, remote/hybrid language, parseable salary ranges, and context-specific filters.

New jobs, 7d 0 first seen in the latest seven-day window

Total Active Jobs

87,164

Open rows in the latest feed

Rows where listing_closed is not true, suitable for live job market data and active hiring analysis.

Total Businesses Indexed

12,603

Distinct hiring organizations

Unique normalized company names across active rows, before applying SEO thresholds for company landing pages.

Median Salary

n/a

Median parseable salary midpoint

Calculated from 0 active rows with usable pay ranges. Salary coverage is 0%, so use this as a directional salary data signal.

Percentage Remote

2.1%

Remote or hybrid active postings

1,830 active listings include explicit remote or hybrid language in title or location fields.

Top 10 Skills by Industry

4 sectors

Skill demand grouped by sector

Computed from listings with a populated skills field and industry context. Use the skill cards below for ranking detail.

Number of Internships

525

Strict internship context

Intern, apprenticeship, co-op, student trainee, and early-career postings matched by the metrics context filter.

Metric Contexts

Comparable job market dashboards by labor-market segment

Each context narrows the same JobDataPool feed before calculating active listings, new postings, salary coverage, and remote share. That keeps the methodology stable when comparing hiring trends across job market segments.

Rollups

Top employers, roles, industries, and locations

These tables make the metrics page useful beyond a single keyword target. They expose long-tail hiring trends while keeping the source tied to the canonical JobDataPool data contract.

Indexed SEO entities 156 50 companies, 50 roles, 6 locations, 50 industries

Top hiring businesses

CompanyActive jobsNew 7dRemote share
R555US DTLR, Inc.1,03600%
Home Depot46701.5%
Carmax Auto Superstores, Inc.45300%
US Bank43103.9%
Aptive Environmental41000%

Ranking: Employers are sorted by active postings in the current snapshot.

Fast-growing roles

RoleActive jobsWoW growthMedian salary
403 Forbidden2,367-100%n/a
Sign In1,513-100%n/a
Workday962-100%n/a
Recruitment243-100%n/a
My Job Search211-100%n/a

Momentum: Role growth compares latest seven-day activity against the prior seven-day window.

Top industry tags

IndustryActive jobsNew 7dRemote share
Dentist2,57501%
Restaurants1,59500.5%
New Car Dealers1,43102.7%
Clothing1,35100.7%
Bank1,13501.8%

Taxonomy: Industry tags come from JobDataPool listing metadata and can include multiple tags per posting.

Location concentration

LocationActive jobsNew 7dRemote share
United States15807.6%
GBMC Hospital, United States of America13500%
Statesville, NC, US12900%
Plano, United States of America12200%
US, CA, Santa Clara11300%

Quality note: 50,330 rows lack a normalized location, so named-location rankings should be read as partial coverage.

Skill Demand

Top Skills by Industry

Skill demand is computed from listings with populated skills and an industry context. The values below are intentionally transparent: each skill includes the count observed in the matched sector sample.

Technology

    Healthcare

      Retail

        Transportation

          Methodology

          Why these metrics matter

          Job market metrics are most useful when the same source, schema, and filters are applied across every segment. JobDataPool keeps the underlying labor market data inspectable through `/v1/jobs`, `/v1/sources`, OpenAPI, JSON Schema, DVC pointers, and monthly CSV downloads.

          That matters for hiring trends because active job counts, business coverage, salary data, remote job data, internship data, and skill demand can otherwise drift depending on scraper behavior or dashboard-specific definitions.

          Salary data

          Average salary uses parseable midpoint ranges only. Coverage is currently 7.7%, so pay metrics are directional and should be paired with the raw CSV.

          Remote job data

          Remote share is based on explicit remote or hybrid language in title and location fields. The current snapshot includes 1,830 remote or hybrid active postings.

          SEO authority

          The page is tied to stable machine-readable assets: the jobs API, source catalog, OpenAPI contract, schema files, and versioned datasets.

          Labor Market Analytics

          Open job market data for hiring trend analysis

          JobDataPool publishes job market data for analysts, developers, AI agents, and search products that need repeatable hiring trend inputs. Use this metrics page to understand the aggregate shape of the market, then use the API and CSV files for salary data, remote job data, internship data, company hiring trends, industry demand, location demand, and labor market analytics.

          The authority of this page comes from being connected to the same data contracts as the rest of JobDataPool: public endpoints, schema-backed rows, stable redirects, monthly releases, and documented source metadata.