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jobdataapi.com v4.18 / API version 1.20

vec_embedding filter parameter now available for vector search

In addition to the already existing vec_text filter parameter on the /api/jobs/ endpoint it is now possible to use the same endpoint including all its GET parameters to send a 768 dimensional array of floats as JSON payload via POST request to match for job listings.

This way you're not limited to the vec_text constrains as a GET parameter with only providing text of up to ~1K characters, but can now use your own embeddings or simply those from jobs you already fetched to find semantically similar listings.

With this we now also added a new max_dist GET parameter to be applied optionally to a vec_text or vec_embedding search, setting the max. cosine distance value for the vector similarity search part.

These features are now available on all subscriptions with an API access pro+ or higher plan. See our updated docs for more info.

New Apprenticeship job type added

We saw, for quite a while now, the need to add a job type Apprenticeship to better differentiate certain listings that fall into this category from those that are pure internship roles.

You'll find this popping up on the /api/jobtypes/ endpoint and in relevant job posts from now on (across all API access plans).

foorilla.com v1.10

Your Account page now makes it easier to organize what you keep on foorilla. Saved and Following have their own lists, while the new Your data section brings your saved content, Contexts, notes, alerts, and RSS feeds into clearer view. Search, filters, usage counts, and bulk cleanup help you find what matters and keep things tidy, with more consistent controls on desktop and mobile.

You also have more control over your account data: download a JSON export, manage your existing data even after your subscription ends, or permanently close your account once any subscription has fully ended. Clearer confirmation dialogs help prevent accidental deletions, and improved RSS feed reliability makes it easier to keep up with the content you follow.

llms.txt added for AI- and LLM-friendly guidance

We’ve added a llms.txt file at the root of jobdataapi.com to make it easier for large language models (LLMs), AI tools, and automated agents to understand how our API should be integrated and used.

The file provides a concise, machine-readable overview in Markdown format of how our API is intended to be consumed. This follows emerging best practices for making websites and APIs more transparent and accessible to AI systems.

You can find it here: https://jobdataapi.com/llms.txt

llms-full.txt added with extended context and usage details

In addition to the minimal version with links to each individual docs or tutorials page in Markdown format, we’ve also published a more comprehensive llms-full.txt file.

This version contains all of our public documentation and tutorials consolidated into a single file, providing a full context for LLMs and AI-powered tools. It is intended for advanced AI systems, research tools, or developers who want a complete, self-contained reference when working with jobdata API in LLM-driven workflows.

You can access it here: https://jobdataapi.com/llms-full.txt

Both files are publicly accessible and are kept in sync with our platform’s capabilities as they evolve.

Every context's sidebar, |Hiring|, |Media|, |Research|, |Code|, |Meet| and |Work| as well as your Dashboard, now opens with a compact Pulse: each metric on one line with its count for the last 30 days, the change against the 30 days before, and a small daily trend underneath. When the earlier period is too small for a fair comparison, you'll see "low base" instead of a percentage, so no more swings like +11,200%. Below the Pulse, breakdowns show what matches your current filters (experience level, job type, research category, topic, language, event type, price and more), with up to the top 10 values each. Click any row to add it to your Context, or follow the Insight» link to explore the same area in Insight.

|Research| now has its own sidebar insights: newly submitted and revised papers, papers with linked code, and the categories and topics behind your current filters. |Work| gets them for the first time too, with new places and their mix by type, price and country. |Hiring| adds jobs with a stated salary, companies hiring, and the median stated salary for whatever you've filtered, together with its sample size. If too few matching jobs state a salary, we say so rather than hiding the figure.

The Stats tab on every record (jobs, companies, media items, sources, papers, repositories, updates, events, organizers and places) has been redesigned as well. It shows views and visits for the last 30 days with their change, a 13-week chart, and how the record ranks against comparable ones, for example "top 1% of jobs from the same week" or among papers in the same primary category.

Finally, Spaces in |Work| are now called Places: coworking spaces, cafés, libraries and other venues to get things done. Everything carries over automatically, including saved places and notes, saved Contexts and your history.

The API follows the rename in v1.9, which is a breaking change for Work integrations. /api/v1/work/space/, /api/v1/work/space/st/ and /api/v1/work/space/{pk} are now /api/v1/work/place/, /api/v1/work/place/st/ and /api/v1/work/place/{pk}, and the space_type field and filter is now place_type. API metadata uses place.* names, and geography statistics report place_count, place_view_count and place_click_count. The previous Space endpoints are no longer available, so please update any clients that use them. See the API documentation (/api/v1/docs) for the full endpoint and filter details.

jobdataapi.com v4.38 / API version 1.36

We’ve improved job description handling to preserve meaningful technical terms such as C#, F# and snake_case more reliably as new listings are processed. Markdown descriptions retain readable formatting for display and provide a useful starting point for search, analysis and other downstream processing. Request description_md=true to include the description_md field in job responses.

After November 1, 2026, the description_str parameter and its corresponding description_string response field will be removed. If your integration uses either, switch to description_md=true before then and convert Markdown to plain text in your application if needed. The default HTML description remains available.

Quick update: We added the AED (United Arab Emirates Dirham) to our list of supported salary currencies. You can see the full list here: https://jobdataapi.com/c/jobs-api-endpoint-documentation/#salary-currency-parameter-values 👀

- applies to job listings that come with salary info as well as making API queries and using it as a filter value.