Guides for a calmer, smarter job search.
Practical reading for job seekers and the people who build job tools. Each guide says where its numbers come from and where they stop.
Start with how Oink works or inspect its job-source coverage and limits.
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Matching
English-speaking jobs in Spain: what 29,000 job ads say about language, cities and boards
How many jobs in Spain are written in English, how much Spanish they ask for, and which cities and boards have them, from 29,032 ads seen July to October 2026.
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Job boards
How old a job already is when it reaches you, board by board
Oink's data for 28 August to 27 September 2026: how old a posting already is on the day a job-alert tool first sees it, board by board, and what to do about it.
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Job boards
NGO and UN jobs: what ReliefWeb, Impactpool, Devex and UN Careers each give you
ReliefWeb, Impactpool, Devex and UN Careers compared: what each board shows, what each hides about dates and paywalls, and which one to check every day.
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Job boards
Where research jobs are posted first: EURAXESS, jobs.ac.uk and the boards LinkedIn skips
Which boards list research jobs in Europe first, how fresh each one was in Oink's data for the 30 days to 27 September 2026, and how often to check them.
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Using Oink
How to connect Oink to Claude and search jobs inside it
Add Oink to the Claude desktop app, watch the setup video, and search stored jobs in chat. See what Claude can read and how to keep your CV private.
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Matching
9 AI Job Search Tools in 2026: What Each One Does Best
Compare nine AI job search tools by their strongest feature, from Oink's small, relevant shortlists to resume feedback and application automation.
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Matching
Applied to 200 jobs with no response? What to do instead
Why mass applying to jobs mostly ends in silence, and how to spend the same time on fewer roles that actually fit you and deserve a real application.
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Job boards
Ghost jobs: how to check a listing before you spend an hour applying
Learn the signs of a stale or ghost job listing and how to verify a role is still open before spending time on a tailored application.
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Using Oink
How to describe the job you want so an AI can actually find it
Turn a vague job brief into a useful AI search by defining role, stack, seniority, location eligibility, salary floor, and dealbreakers.
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Matching
“Remote (anywhere)” — except you: how to filter remote jobs by real location eligibility
Remote does not always mean anywhere. Learn how country, timezone, and payroll restrictions affect eligibility before you apply.
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Job boards
Hacker News “Who is hiring?”: how to actually search hundreds of comments
Learn practical ways to search the monthly Hacker News “Who Is Hiring?” thread for relevant roles without reading hundreds of comments.
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Alerts
The “100+ applicants” wall: a fresh-job morning routine for LinkedIn
Use a daily posting-age search to find newer LinkedIn roles, while keeping the evidence and limits of application timing in view.
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Job boards
Search ten job boards with one API call: job scraper bundles, explained
See how job scraper bundles combine LinkedIn, Hacker News, RemoteOK, EURAXESS, and more into one deduplicated jobs dataset.
