--- title: "Blog - Page 18 - JobsPipe" description: "Older posts from the JobsPipe blog. Page 18 of 22." canonical: https://jobspipe.dev/blog/page/18 --- From the blog · Page 18 # 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) EngineeringMatching Jul 22, 2026 · 5 min ### How AI job matching actually works: filters, embeddings, rerank AI job matching is not one model. It's a three-stage pipeline - hard filters that cut the corpus, vector recall that finds semantic near-misses keyword search drops, and a cross-encoder or LLM rerank on the shortlist. What each stage costs, why the order matters, and why the whole thing collapses if your posting corpus is stale. With working code for the retrieval half. ](https://jobspipe.dev/blog/ai-job-matching)[ ![](https://jobspipe.dev/listly/card-field.png) ComparisonRecruiting Jul 22, 2026 · 6 min ### AI recruiting tools in 2026: what they do, and the data layer under them The AI recruiting category splits into five jobs-to-be-done: sourcing, screening, scheduling, outreach, and market intelligence. A tool-by-tool breakdown of what each category actually automates, which claims don't survive contact with a real pipeline, and the thing every vendor deck skips - all of them are only as good as the hiring data underneath, and most buy that data rather than collect it. ](https://jobspipe.dev/blog/ai-recruiting-tools)[ ![](https://jobspipe.dev/listly/card-field.png) ComparisonNiche Jul 19, 2026 · 6 min ### The best niche job boards in 2026: 18 that work, and why What niche job boards are, 18 examples by category (remote, startup, tech, AI, web3, design, climate, public sector, academia, nonprofit), how they get their listings, and a data section on what employer-direct ATS postings carry that LinkedIn and Indeed listings do not. Plus how to pick a niche you can actually keep full. ](https://jobspipe.dev/blog/best-niche-job-boards)[ ![](https://jobspipe.dev/listly/card-field.png) GuideNiche Jul 19, 2026 · 3 min ### How to build a niche job board in 2026: pick the niche, source the jobs, launch A niche job board is the easiest board to make work and the hardest to keep full. Picking the vertical, why narrow wins, the stack in one paragraph, and the part that actually decides it - sourcing enough open listings in one narrow slice without running scrapers forever. Plus monetization and the go-live SEO that gets a niche board into Google for Jobs. ](https://jobspipe.dev/blog/how-to-build-a-niche-job-board)[ ![](https://jobspipe.dev/listly/card-field.png) GuideRemote Jul 19, 2026 · 2 min ### How to build a remote job board in 2026 Remote is the biggest niche in job boards and the most crowded - which means coverage and freshness are the whole game. Where remote roles actually come from (distributed-first companies on Greenhouse, Ashby, Workable, not just the remote-only boards), how to filter an aggregated feed down to genuinely remote jobs, and how to monetize without competing with We Work Remotely on brand. ](https://jobspipe.dev/blog/how-to-build-a-remote-job-board)[ ![](https://jobspipe.dev/listly/card-field.png) GuideTech Jul 19, 2026 · 2 min ### How to build a tech job board in 2026 Developers, data and design roles reward a board that filters hard on stack and seniority. Where tech jobs live (YC, Lever, Ashby, Greenhouse, and the Hacker News Who Is Hiring thread nobody parses well), how to enrich listings with the tech stack behind each company, and the filtering that makes a tech board worth returning to. ](https://jobspipe.dev/blog/how-to-build-a-tech-job-board)[ ![](https://jobspipe.dev/listly/card-field.png) GuideStartup Jul 19, 2026 · 2 min ### How to build a startup job board in 2026 Startup roles move fast and close faster, so a startup job board is a freshness problem before it's anything else. Where early-stage jobs come from (Y Combinator, Wellfound-style companies, funding-round hires), how to catch new postings within minutes, and how to turn a hiring signal into a board that VCs, operators and candidates all check. ](https://jobspipe.dev/blog/how-to-build-a-startup-job-board)[ ![](https://jobspipe.dev/listly/card-field.png) ReferencePortal Jul 18, 2026 · 3 min ### The JobsPipe developer portal: API docs, OpenAPI spec, MCP server and SDKs Every JobsPipe developer resource in one guided tour - the API docs, the OpenAPI 3.1 spec, authentication, webhooks, the hosted MCP server, the no-key sandbox, and official SDKs for Go, Python and the CLI. ](https://jobspipe.dev/blog/jobspipe-developer-portal)[ ![](https://jobspipe.dev/listly/card-field.png) ComparisonOptions Jul 16, 2026 · 17 min ### The best jobs APIs in 2026: 15 options compared A dated comparison of 15 jobs APIs - JobsPipe, TheirStack, Coresignal, Fantastic.jobs, JSearch, Adzuna, SerpApi, Bright Data, Apify, USAJOBS and more - on entry price, free tier, the kind of data you get and coverage, plus the free ATS and government endpoints and a pick for each use case. ](https://jobspipe.dev/blog/best-jobs-api-2026) [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