--- title: "Blog - Page 19 - JobsPipe" description: "Older posts from the JobsPipe blog. Page 19 of 22." canonical: https://jobspipe.dev/blog/page/19 --- From the blog · Page 19 # How we build, what we learn, what we ship. Posts about indexing public job postings at scale, salary parsing, and the systems that keep one universal JSON schema feeling small even as the source list keeps growing. [ ![](https://jobspipe.dev/listly/card-field.png) ComparisonPublic Jul 16, 2026 · 2 min ### Which ATS APIs are actually public? The 2026 job-data reference Almost every ATS has an API - the question is whether you can read a company's public postings without being its customer. Greenhouse, Lever, Ashby and SmartRecruiters are open; Workday, iCIMS, BambooHR and most others are gated. Where all 30+ land, and what it means for aggregating job data. ](https://jobspipe.dev/blog/public-vs-gated-ats-apis)[ ![](https://jobspipe.dev/listly/card-field.png) GuideTaleo Jul 16, 2026 · 2 min ### Taleo API: pulling job postings from Oracle's legacy ATS Taleo's own API is customer-scoped, and its public postings live across three different career-site URL patterns and HTML schemas with their own bot detection. Why Taleo is high-maintenance to read, and how to reach Taleo employers' roles where they also post, through one jobs API. ](https://jobspipe.dev/blog/taleo-api-jobs)[ ![](https://jobspipe.dev/listly/card-field.png) GuideJobvite Jul 16, 2026 · 2 min ### Jobvite API: what you can pull, and the feed most customers never enable Jobvite has a REST API and a job feed - but the API is per-customer and the feed is off by default, and most customers never turn it on. Why there's no reliable public Jobvite surface, and how to reach Jobvite employers' roles where they also post, through one jobs API. ](https://jobspipe.dev/blog/jobvite-api-jobs)[ ![](https://jobspipe.dev/listly/card-field.png) GuideTeamtailor Jul 16, 2026 · 2 min ### Teamtailor API: clean JSON:API, one key per tenant - and the fix The Teamtailor API is a pleasant JSON:API REST surface - the friction is one key per tenant, with no aggregator-tier credential and no way to enumerate tenants. How to read Teamtailor postings across employers through one jobs API instead. ](https://jobspipe.dev/blog/teamtailor-api-jobs)[ ![](https://jobspipe.dev/listly/card-field.png) GuideStack Jul 15, 2026 · 3 min ### How to build a job board in 2026: stack, data, and go-live The board itself is a weekend of work. Keeping it full of jobs that are still open is the part that decides whether anyone comes back. The real build order - niche, stack, where the listings come from, and build vs buy - with the data problem front and center. ](https://jobspipe.dev/blog/how-to-build-a-job-board)[ ![](https://jobspipe.dev/listly/card-field.png) ComparisonSoftware Jul 15, 2026 · 3 min ### Best job board software in 2026: 9 platforms compared (build vs buy) Niceboard, SmartJobBoard, JBoard, Jobiqo, Madgex, WP Job Manager and more - the strongest hosted, white-label, open-source and custom options compared on who they fit, where they run out, and the one thing every one of them leaves to you: the listings. ](https://jobspipe.dev/blog/best-job-board-software)[ ![](https://jobspipe.dev/listly/card-field.png) GuideSource Jul 15, 2026 · 2 min ### Open source job board software: 4 real options and what they cost to run Open source job board software is free to license and never free to run. The maintained options by stack - WP Job Manager, WordPress, and roll-your-own in Django, Rails or Laravel - plus the running costs nobody lists: hosting, maintenance, and the jobs themselves. ](https://jobspipe.dev/blog/open-source-job-board-software)[ ![](https://jobspipe.dev/listly/card-field.png) GuideDataset Jul 13, 2026 · 3 min ### Job market datasets: 7 real sources for job postings data (2026) Kaggle snapshots, the USAJOBS archive, Adzuna aggregates, commercial bulk vendors, and API-built datasets - where to actually get a job postings dataset, what each contains, and when a static file is the wrong tool. ](https://jobspipe.dev/blog/job-postings-dataset)[ ![](https://jobspipe.dev/listly/card-field.png) ComparisonTools Jul 13, 2026 · 6 min ### Best job scraping tools in 2026: 8 options honestly compared JobSpy, Apify, Bright Data, ScrapingDog, Octoparse, PhantomBuster and ParseHub compared on what they bill for, which job boards they cover and whether they re-run on a schedule, with every price checked against the vendor's own page in September 2026 - and when the right answer is not a scraper at all. ](https://jobspipe.dev/blog/best-job-scrapers) [Back to latest posts](https://jobspipe.dev/blog) --- Try it with no key: `curl -d '{"limit":3}' https://api.jobspipe.dev/v1/sandbox/jobs/search`. AI agents: the full machine-readable index of this site is https://jobspipe.dev/llms.txt?src=md-twin - API quickstart, MCP server, pricing. Free key (1,000 jobs to start): https://jobspipe.dev/signup