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/Index/Juliusedu/Real-time labor market intelligence panel
J

Real-time labor market intelligence panel

JULIUSEDUManage supplier listing

Real-time labor market intelligence panel: ML-normalised job-vacancy and skills-demand data resolved below SOC-code granularity to job-title, skill and requirement level, crossed with labour-supply estimates, salary and benefits benchmarks, and skills-transferability graphs — sliced to ZIP-code geography across 12 named sectors (advanced manufacturing, battery storage, EVs, healthcare, nuclear, onshore/offshore wind, biotech, semiconductors, solar, sustainable construction, utilities, broadband).

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Juliusedu/Real-time labor market intelligence panel
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Coverage

Universe, instruments and categories.

Industry
Application SoftwareResearch & Consulting Services
Instruments
equities
Categories
Alternative
Fundamental
Geospatial
Regions
US
Sample tickers
FSLRENPHGEVCCJNEETSLA
Dataset card
Type
not stated
Format
Tabular (job-title/skill demand series, salary-benchmark panels, supply-demand matrices at ZIP granularity) + Text (normalised job-posting title and requirement strings behind the skills taxonomy) + structured JSON/API delivery via the 'direct integration of data' offering
Volume
Est. tens of millions of job postings ingested and normalised (12 sector verticals at national ZIP coverage implies a multi-million-per-year posting flow), plus 12 expert-built sector skills taxonomies, salary/benefit benchmark panels per occupation-market pair, and a skills-transferability graph. 'Real-time' refresh implies daily incremental delta, not just snapshots.
Users
~20-80 institutional clients (inferred from 66 employees, Seed stage, and a government/foundation-funded workforce-development customer base rather than self-serve signup — no public client count on the page)
History
6 years
Update frequency
not stated
Growth
Active — 12 sector verticals published (page grew from a handful of cleantech verticals to include healthcare, biotech, utilities and broadband), site assets refreshed through mid-2026, and a live 'Request a demo' commercial motion; still Seed-funded, so growth is contract-driven rather than capital-driven.
Launched
~2020 for the company (corporate record vintage 2020) with the LMI product line surfacing ~2023-2024 (earliest product-page asset uploads Nov 2024, cleantech-workforce framing consistent with 2022-23 IRA/CHIPS programme cycles)
Delivery
not stated
Entity mapping
not stated
Sample
not stated
Point-in-time
not stated
Licence
not stated

supplier index read from their site

Juliusedu has not added their own details yet. Not yet on file:

  • Dataset
  • Data dictionary
  • Coverage
  • Provenance
  • Rights & data handling