Case Study
3 min read
How HiringSky Matches Job Seekers to Live Openings with the JSearch API
HiringSky is an AI-powered job-matching platform that connects job seekers with roles that genuinely fit. Behind every match is live job data - powered by the OpenWeb Ninja JSearch API.
Recruiting & Talent · Job Matching · AI-Powered Platform

The Challenge
HiringSky, founded by talent consultant Aimee Segall, takes a different approach to job search: instead of flooding people with endless listings, it matches on fit. Job seekers save time, and employers get qualified, engaged candidates instead of a pile of applications.
Matching on fit only works if the underlying openings are real. A matching engine built on stale or duplicate postings sends people to jobs that were filled weeks ago, and that breaks the product promise. HiringSky needed broad, current coverage of live openings without building and maintaining its own job aggregation infrastructure.
The Solution
HiringSky integrated the OpenWeb Ninja JSearch API as the live job listings layer behind its matching experience. JSearch aggregates postings from Google for Jobs, covering the major job boards, ATS pages, and company career sites, so when someone is looking, HiringSky surfaces current roles that fit them instead of stale or duplicate postings.
"JSearch powers the live job listings behind HiringSky. It gives us broad, up-to-date coverage of real openings, so when someone's looking, we can surface current roles that fit them instead of stale or duplicate postings. It's been a reliable backbone for the matching experience."

Aimee Segall
Founder, HiringSky
Why It Works
A job-matching product lives or dies on the freshness of its openings. JSearch queries run in real time with no caching, and filters like date_posted keep the pool limited to roles that are actually open right now.
That lets HiringSky focus its engineering on what makes it different, the fit-based matching, while the coverage problem (thousands of boards, ATS systems, and career sites) is handled by one API.
Technical Overview
- API
- OpenWeb Ninja JSearch API
- Role in product
- Powers the live job listings behind the matching experience
- Coverage
- Job boards, ATS pages, and company career sites via Google for Jobs
- Data
- Live openings with title, employer, description, salary, and 30+ fields per job
- Product
- app.hiringsky.com - AI-powered job matching for seekers and employers
Need live job postings data?
Whether you're building a job board, a matching platform, or a hiring-signals pipeline - the OpenWeb Ninja JSearch API gives you live openings from Google for Jobs with title, employer, description, salary, and 30+ fields per posting, in real time.
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