[LLM written below, as I’m in a rush, but I confirm it’s accurate] A few weeks ago I clauded a quick job-search script for my sister. It pulls roles from several sources, deduplicates them, applies some basic filters, then uses an LLM to score likely fit and sends her the best on Telegram. Since May 8 it has sent ~130 roles from LinkedIn/​Indeed via JobSpy, Probably Good, 80,000 Hours, jobs.ch, Exa, Greenhouse, and Arbeitnow.
For Probably Good, it’s currently using the public Algolia index, but I suspect that may be suboptimal compared to fetching all jobs and brittle. The new Airtable seems great for humans and no-code workflows, but for scripts and AI agents a simple raw CSV/​JSON endpoint could be much easier to fetch autonomously. Airtable sync/​API access seems to require a PAT or some scraping to get the current csv url, while a stable export of all published roles would make this kind of personal automation easier. [/​LLM]
This might be an uncommon use case for now, but I recommend other people who know someone looking for a job to build similar automations based on their location/​CV/​interests/​preferred messaging system
Thank you for sharing this, and for the amazing job board!
Do you happen to also have an API or raw CSV/​JSON export somewhere? (e.g. similar to https://​​backend.eawork.org/​​api/​​jobs for 80k)
[LLM written below, as I’m in a rush, but I confirm it’s accurate]
A few weeks ago I clauded a quick job-search script for my sister. It pulls roles from several sources, deduplicates them, applies some basic filters, then uses an LLM to score likely fit and sends her the best on Telegram. Since May 8 it has sent ~130 roles from LinkedIn/​Indeed via JobSpy, Probably Good, 80,000 Hours, jobs.ch, Exa, Greenhouse, and Arbeitnow.
For Probably Good, it’s currently using the public Algolia index, but I suspect that may be suboptimal compared to fetching all jobs and brittle. The new Airtable seems great for humans and no-code workflows, but for scripts and AI agents a simple raw CSV/​JSON endpoint could be much easier to fetch autonomously. Airtable sync/​API access seems to require a PAT or some scraping to get the current csv url, while a stable export of all published roles would make this kind of personal automation easier.
[/​LLM]
This might be an uncommon use case for now, but I recommend other people who know someone looking for a job to build similar automations based on their location/​CV/​interests/​preferred messaging system
Thanks for flagging this use case! We don’t have a separate API or raw export yet, but it’s definitely on our list.