--- title: "Blog - Page 11 - JobsPipe" description: "Older posts from the JobsPipe blog. Page 11 of 23." canonical: https://jobspipe.dev/blog/page/11 --- [NewSearch millions of jobs from your AI agent with MCP→](/blog/jobspipe-mcp-server) From the blog · Page 11 # 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. [ ![](/listly/card-field.png) ReferenceIndustries Aug 25, 2026 · 7 min ### LinkedIn industries: the full list with V2 codes (2026) The complete LinkedIn industry taxonomy - all 434 V2 industries mapped to their numeric codes, grouped by top-level category, downloadable as CSV - plus what the codes are and how they relate to job and company data. ](/blog/linkedin-industries-list)[ ![](/listly/card-field.png) GuideRemoteok Aug 22, 2026 · 6 min ### RemoteOK API: the free remote-jobs feed, and its 100-job window RemoteOK publishes its latest postings as a public JSON feed: one GET, no key, full descriptions included, and a licence that costs exactly one dofollow backlink. It is also one of the most constrained jobs APIs around - the array holds only the newest 100 jobs, about a week of history, with no search, no pagination, and a tags filter that is silently ignored. We tested the feed this week: what each of the fifteen fields actually contains, why only 3 of 100 postings carried a salary, and what to reach for when a harvest-only feed of one board stops being enough. ](/blog/remoteok-api)[ ![](/listly/card-field.png) ComparisonMantiks Aug 20, 2026 · 7 min ### Mantiks review: what it does, what it costs, and where the data stops Mantiks watches job postings and turns them into sales leads: alerts when a company starts hiring for the roles you care about, plus the decision-maker's email, phone and LinkedIn. Here is what the platform actually includes, the real rate card - 99 and 190 euros a month on 12-month commitments, credits metered per contact and per company - and the four-board scraping APIs it sells on RapidAPI. And where it stops: LinkedIn, Indeed, Glassdoor and Welcome to the Jungle only, no ATS-direct feeds, results aggregated by company. If what you need is the postings themselves, a raw jobs API is a different and much cheaper shape. ](/blog/mantiks-review)[ ![](/listly/card-field.png) ReferenceNace Aug 18, 2026 · 7 min ### NACE codes: the EU industry classification, and what Rev. 2.1 changed NACE is the code the EU runs on - company registers, Eurostat tables and the EU Taxonomy all key to it. Since January 2025 European statistics use NACE Rev. 2.1, which splits the old Information and communication section in two and shifts every later section letter, so K now means telecoms and computing, not finance. Here is the full 22-section list with the letter changes mapped, what else moved, how NACE relates to ISIC and the national codes, and how to query live job postings by NACE-compatible industry division. ](/blog/nace-codes)[ ![](/listly/card-field.png) GuidePayscale Aug 16, 2026 · 6 min ### Payscale API: the compensation API you can read about but not sign up for Payscale has exactly one documented API - Jobalyzer, a compensation-report service - and the docs never tell you how to get a key, because credentials come with a Payscale commercial relationship. Here is what the API actually does: OAuth client-credentials auth, report endpoints for pay, experience, skills and education impact, a Bayesian model over 60 million crowdsourced profiles, and metered per-report charges. And the ceilings that matter - eight countries, no bulk access, no employer dimension - plus the advertised-pay route when what you need is salary data as data. ](/blog/payscale-api)[ ![](/listly/card-field.png) GuideReed Aug 15, 2026 · 6 min ### Reed API: the UK jobs API you can actually get a key for Indeed retired its Publisher API and LinkedIn sits behind partner programmes, but Reed.co.uk still hands out free API keys in minutes - for a real search endpoint over live UK postings. Here is how the Jobseeker API works: basic auth with the key as the username, the full filter surface, 100 results per page, and the details call you need for full descriptions. And where it stops - one board, one country, keyword-only filtering - plus what to reach for when that ceiling matters. ](/blog/reed-api)[ ![](/listly/card-field.png) GuideCareerjet Aug 14, 2026 · 6 min ### Careerjet API: a 90-country jobs API built for publishers, not pipelines Careerjet runs localized job search in over 90 countries and hands out a free, documented search API - rare in this category. But every call must carry the IP and user agent of a real visitor, job links route through tracking redirects, descriptions arrive as sized fragments, and paging stops near result 1,100. Here is how the current v4 API actually works, why the GitHub client libraries no longer match it, and what to reach for when you need data rather than clicks. ](/blog/careerjet-api)[ ![](/listly/card-field.png) ReferenceCoresignal Aug 13, 2026 · 7 min ### Coresignal pricing: the full rate card, how credits burn, and what a job record costs Coresignal is one of the few B2B data vendors with public prices: eight self-serve plans from $49 to $5,000 a month, all metered in one credit currency. The sticker tells you little until you know the burn - a job posting costs 1 credit, an employee or company profile 10 to 20, search previews bill per query, and monthly credits reset to zero. The full August 2026 rate card, the consumption rules, the 6.7x cliff between the Growth and Premium tiers, and where a flat jobs API buys ten times the postings for the same $49. ](/blog/coresignal-pricing)[ ![](/listly/card-field.png) GuideFyi Aug 12, 2026 · 7 min ### Levels.fyi API: what you get, how access works, and what it cannot answer For years the official answer was no API, just embeds. That changed: Levels.fyi now sells a REST API, an MCP server and a CLI - behind a sales form, with no public pricing and no self-serve key. Here is what the official offering covers, what the free embeds and the scraper actors actually give you, and the market-wide question self-reported compensation data structurally cannot answer, with live advertised-pay numbers for contrast. ](/blog/levels-fyi-api) [Back to latest posts](/blog) --- Canonical URL: https://jobspipe.dev/blog/page/11 --- AI agents: the full machine-readable index of this site is https://jobspipe.dev/llms.txt?src=md-twin - API quickstart, no-key sandbox (POST https://api.jobspipe.dev/v1/sandbox/jobs/search), MCP server, pricing. Free key: https://jobspipe.dev/signup