# Ashby Jobs Scraper — Company Job Boards API (`nomad-agent/ashby-jobs-scraper`) Actor

Scrape live jobs from any company's Ashby board (jobs.ashbyhq.com). Pass a slug OR just a company website — it auto-discovers the Ashby board for you. Clean JSON: title, location, remote, salary, apply URL, plus filters, delta mode & optional BYOK AI enrichment. Ashby powers OpenAI, Ramp & Linear.

- **URL**: https://apify.com/nomad-agent/ashby-jobs-scraper.md
- **Developed by:** [Nomad.Dev](https://apify.com/nomad-agent) (community)
- **Categories:** Jobs, Lead generation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $2.00 / 1,000 job results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).

# README

## Ashby Jobs Scraper — Company Job Boards API

Scrape any company's Ashby job board through the official posting API — used by OpenAI, Ramp, Linear and thousands of fast-growing startups.

> **Claude / Codex skill to describe and setup this actor: [SKILL.md](https://github.com/Exdenta/OinkAIJobSearch/blob/main/skill/ashby-jobs-scraper/SKILL.md)**

**Don't know the slug — or even that a company runs on Ashby?** Just hand it the company website. Point-and-scrape auto-discovery (`companyDomains`) resolves the `jobs.ashbyhq.com` board for you, then scrapes it.

Why this one:

- **Cross-ATS join key** — every posting carries a stable `globalId` (`ashby:<slug>:<id>`) that lines up with our [Greenhouse](https://apify.com/nomad-agent/greenhouse-jobs-scraper), [Lever](https://apify.com/nomad-agent/lever-jobs-scraper) and [Workable](https://apify.com/nomad-agent/workable-jobs-scraper) Actors — merge multi-ATS pipelines without fuzzy matching.
- **No silent failures** — a slug that 404s, a website with no Ashby board, or a cap that cut results shows up as a warning row *in the dataset itself* (e.g. `{"company": "acme.com", "warnings": ["no live Ashby board found for 'acme.com' ..."]}`), so a 50-company batch tells you exactly what needs fixing without opening the run log. See "Warning rows".
- **Delta mode** — `onlyNewSinceLastRun` drops already-seen postings before billing; on a schedule you only pay for genuinely new jobs.
- **BYOK AI enrichment** — opt-in skills/seniority/remote/visa extraction with your own Anthropic or Mistral key; never bundled into the per-posting price.

### Input

Provide `companies` (Ashby slugs), `companyDomains` (plain websites, auto-resolved), or both.

| Field | Type | Default | Description |
|---|---|---|---|
| `companies` | array | — | Company slugs as used on `jobs.ashbyhq.com/<slug>` (full board URLs also accepted). |
| `companyDomains` | array | — | **Auto-discovery.** Plain company websites/domains (e.g. `ramp.com`, `https://linear.app`) — the Actor finds and scrapes their Ashby board with no slug needed. A site with no Ashby board becomes a warning row, not an error (see "Warning rows"). |
| `keyword` | string | — | Case-insensitive substring match on the job title. |
| `titleExclude` | array | — | Drop postings whose title contains any of these substrings (case-insensitive). |
| `locationFilter` | string | — | Case-insensitive substring match on the location. |
| `descriptionSearch` | string | — | Keep only postings whose description text contains this substring (case-insensitive). Description is fetched for filtering even when `includeDescription` is off. |
| `descriptionExclude` | array | — | Drop postings whose description text contains any of these substrings (case-insensitive). |
| `companySearch` | string | — | Keep only postings whose resolved company display name contains this substring (case-insensitive). |
| `postedSince` | integer | — | Keep only postings first published within this many days. Postings with no posting date are dropped when this is set. |
| `postedAfter` | string | — | Absolute lower date bound `YYYY-MM-DD` — keep postings published on or after this date. Undated postings dropped. |
| `postedBefore` | string | — | Absolute upper date bound `YYYY-MM-DD` — keep postings published on or before this date. Undated postings dropped. |
| `remoteOnly` | boolean | `false` | Keep only postings Ashby flags `isRemote: true`. |
| `minSalary` | integer | — | Keep only postings whose stated range reaches at least this amount (top of range). Undisclosed-pay postings dropped when set. No currency conversion. |
| `maxSalary` | integer | — | Keep only postings whose stated range starts at or below this amount (bottom of range). Undisclosed-pay postings dropped when set. No currency conversion. |
| `includeDescription` | boolean | `true` | Include a plain-text description snippet per posting. |
| `outputProfile` | string | `full` | `full` = all fields; `compact` = drop `snippet`; `mini` = drop `snippet` + structured salary breakdown (keeps `salary` text). See "Output profiles". |
| `maxItemsPerCompany` | integer | `100` | Cap postings returned per company (0 = no cap). Each result is a billed event. If the cap actually cuts postings for a company, one extra dataset row flags it (`warnings: ["truncated ..."]`) — see "Warning rows". |
| `maxItems` | integer | `200` | Hard cap on total postings returned (0 = no cap). Each result is a billed event. If the cap actually cuts postings, one extra dataset row flags it (`warnings: ["truncated ..."]`) — see "Warning rows". |
| `onlyNewSinceLastRun` | boolean | `false` | Delta/monitoring mode: only output postings not seen on a previous run made with this flag on (see "Delta mode / monitoring"). |
| `aiEnrichment` | boolean | `false` | Adds `aiKeySkills`/`aiExperienceLevel`/`aiWorkArrangement`/`aiVisaSponsorship` per posting via the Anthropic or Mistral API — BYOK (see "AI enrichment"). |
| `aiProvider` | string | `anthropic` | Which AI provider runs enrichment: `anthropic` (default, uses `anthropicApiKey`) or `mistral` (uses `mistralApiKey`). |
| `anthropicApiKey` | string (secret) | — | Your Anthropic API key. Only used when `aiEnrichment` is on and `aiProvider` is `anthropic`; billed separately by Anthropic, not by this Actor. |
| `aiModel` | string | `claude-haiku-4-5-20251001` | Claude model for AI enrichment (when `aiProvider` is `anthropic`): `claude-haiku-4-5-20251001` (fast/cheap) or `claude-sonnet-4-5` (higher quality). |
| `mistralApiKey` | string (secret) | — | Your Mistral API key. Only used when `aiEnrichment` is on and `aiProvider` is `mistral`; billed separately by Mistral, not by this Actor. |
| `mistralModel` | string | `mistral-small-latest` | Mistral model for AI enrichment (when `aiProvider` is `mistral`): `mistral-small-latest` (default, fast/cheap — matches larger Mistral models on this task), `mistral-medium-latest`, or `mistral-large-latest`. |
| `concurrency` | integer | `8` | Companies fetched in parallel (advanced). |

### What Ashby jobs data does this scraper extract?

One flat JSON record per live posting:

| Field | Meaning |
|---|---|
| `ats` | Which ATS served the posting (always `"ashby"` here) |
| `company` | Real company display name, resolved from Ashby's own job-board page (falls back to the input slug if unresolvable) |
| `id` | Ashby's internal posting ID |
| `title` | Job title as posted |
| `department` | Department or team where provided |
| `location` | Location text (may include remote hints) |
| `url` | Direct link to the posting |
| `postedAt` | First-published date (`YYYY-MM-DD`) where provided |
| `employmentType` | Employment type (`FullTime`, `PartTime`, `Contract`, etc.) where provided, otherwise `null` |
| `remote` | `true`/`false`/`null` — the value of Ashby's own `isRemote` flag; `null` only when Ashby didn't state it at all |
| `snippet` | Plain-text description excerpt (optional) |
| `salary` | Compensation display text (e.g. `"$185K - $325K"`), or `null` when the company hasn't opted in to compensation disclosure |
| `salaryMin` / `salaryMax` | Structured salary range bounds, or `null` |
| `salaryCurrency` | 3-letter currency code (e.g. `"USD"`), or `null` |
| `salaryPeriod` | Pay period the range covers (`"year"`, `"hour"`, etc.), or `null` |
| `globalId` | Stable composite id `<ats>:<company-slug>:<id>` — unique across the whole ATS-actor family, handy for merging with the Greenhouse/Lever/Workable Actors or the Company Careers Bundle |
| `warnings` | Array of data-quality notes for this record (e.g. `["postedAt missing"]`); empty array when there's nothing to flag |
| `isNew` | Only present when `onlyNewSinceLastRun` is on — always `true` (already-seen postings are dropped, never emitted with `isNew: false`) |
| `aiKeySkills` | Only present when `aiEnrichment` is on — array of skills/technologies explicitly named in the posting text, never invented |
| `aiExperienceLevel` | Only present when `aiEnrichment` is on — one of `entry`/`mid`/`senior`/`lead`/`unknown` |
| `aiWorkArrangement` | Only present when `aiEnrichment` is on — one of `onsite`/`hybrid`/`remote`/`unknown` |
| `aiVisaSponsorship` | Only present when `aiEnrichment` is on — `true`/`false` only if the posting explicitly states a policy, otherwise `null` |

### Auto-discovery — scrape by company website (no slug needed)

Don't know a company's Ashby slug, or whether it even uses Ashby? Put its website in `companyDomains` and the Actor works the slug out for you:

```json
{ "companyDomains": ["ramp.com", "https://linear.app", "notion.so"] }
```

How it resolves each site (pure deterministic HTTP probing — no AI, no guessing):

1. Tries the domain's own name as a slug first (`ramp.com` → `ramp`) — one API call handles the common case.
2. Otherwise fetches the homepage + common careers paths (`/careers`, `/jobs`, `/company/careers`) and pulls any embedded `jobs.ashbyhq.com/<slug>` link out of the page.
3. **Every** candidate slug is confirmed against the live Ashby posting API before it's accepted — a wrong guess simply resolves to nothing and is discarded, never scraped as bogus data.

Fail-open: a website with no reachable Ashby board produces one warning row (`{"company": "<domain>", "warnings": ["no live Ashby board found for '<domain>' ..."]}`) and the run continues with everything else. Mix `companies` (known slugs) and `companyDomains` (websites) freely in the same run — results are de-duplicated across both.

### Output profiles

`outputProfile` trims the payload for high-volume runs:

| Profile | Drops | Keeps |
|---|---|---|
| `full` (default) | — | Every field (honors `includeDescription` for `snippet`). |
| `compact` | `snippet` | Everything else, including structured salary. |
| `mini` | `snippet`, `salaryMin`, `salaryMax`, `salaryCurrency`, `salaryPeriod` | Core identity/link fields + `salary` display text. |

### How to scrape Ashby jobs with this Actor

1. Enter one or more **company slugs** in `companies` (`openai`, `ramp`, `linear`) — or skip the slug entirely and drop the company **website** into `companyDomains` (see "Auto-discovery").
2. Optionally set `keyword` / `titleExclude` / `locationFilter` / `descriptionSearch` / `postedSince` / `postedAfter` / `postedBefore` / `minSalary` / `maxSalary` / `remoteOnly` / `outputProfile` / caps.
3. Run and export JSON, CSV or Excel — or call it over the API:

```python
from apify_client import ApifyClient

client = ApifyClient("<YOUR_APIFY_TOKEN>")
run = client.actor("nomad-agent/ashby-jobs-scraper").call(run_input={
    "companies": ["openai", "ramp", "linear"],
    "keyword": "engineer",
})
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item["company"], "|", item["title"], item["url"])
```

```bash
curl -X POST \
  "https://api.apify.com/v2/acts/nomad-agent~ashby-jobs-scraper/run-sync-get-dataset-items?token=<YOUR_APIFY_TOKEN>" \
  -H "Content-Type: application/json" \
  -d '{"companies": ["openai", "ramp", "linear"]}'
```

### Output example

```json
{
  "ats": "ashby",
  "company": "OpenAI",
  "id": "00207abc-49b7-465c-a219-f7c1140f8047",
  "title": "Forward Deployed Software Engineer - SF",
  "department": "Model Deployment for Business",
  "location": "San Francisco",
  "url": "https://jobs.ashbyhq.com/openai/00207abc-49b7-465c-a219-f7c1140f8047",
  "postedAt": "2025-11-15",
  "employmentType": "FullTime",
  "remote": true,
  "snippet": "About the team OpenAI's Forward Deployed Engineering team partners with customers...",
  "salary": "$185K - $325K",
  "salaryMin": 185000,
  "salaryMax": 325000,
  "salaryCurrency": "USD",
  "salaryPeriod": "year",
  "globalId": "ashby:openai:00207abc-49b7-465c-a219-f7c1140f8047",
  "warnings": []
}
```

Only a minority of companies opt in to Ashby's compensation-disclosure feature — postings from companies that haven't have `"salary": null, "salaryMin": null, "salaryMax": null, "salaryCurrency": null, "salaryPeriod": null`.

### Delta mode / monitoring

Set `onlyNewSinceLastRun: true` to turn this Actor into a "what's new" monitor. Postings already seen on a previous run made with this flag on are dropped before push — you are not billed for them, so pairing this with an Apify schedule (cron) means every run only returns, and only charges for, postings that showed up since the last flagged run.

How it works: seen postings are tracked in a dedicated key-value store, keyed by each posting's `globalId`, capped at roughly 50,000 entries (oldest evicted first). The first run made with the flag on has nothing to compare against yet, so it emits everything — all `isNew: true`. Every emitted record gets `isNew: true` stamped on it; there's no `isNew: false` in the output, since unseen postings just aren't included.

Runs made with the flag off never read or write this cache — turning it on and off between runs is safe and has no side effects on normal runs.

### AI enrichment

Turn on `aiEnrichment` and supply your own `anthropicApiKey` (or `mistralApiKey`, with `aiProvider: "mistral"`) to add four AI-extracted fields to every posting:

| Field | Meaning |
|---|---|
| `aiKeySkills` | Specific skills/technologies/tools explicitly named in the title or description — the model is instructed to never invent one. |
| `aiExperienceLevel` | One of `entry` / `mid` / `senior` / `lead` / `unknown`. |
| `aiWorkArrangement` | One of `onsite` / `hybrid` / `remote` / `unknown`. |
| `aiVisaSponsorship` | `true` / `false` only when the posting explicitly states a sponsorship policy, otherwise `null`. |

The extraction prompt is explicit about never guessing: when the text doesn't clearly support a value you get `"unknown"` / `null` / an empty array, not a fabricated answer. Pick the model with `aiModel` (Anthropic: `claude-haiku-4-5-20251001` default, fast/cheap, or `claude-sonnet-4-5` higher quality) or `mistralModel` (Mistral: `mistral-small-latest` default — matches larger Mistral models on this task, `mistral-medium-latest`, `mistral-large-latest`).

Postings are batched (~12 per call) through whichever provider's API you picked (`aiProvider`). **Your Anthropic or Mistral API key is billed separately by that provider, not by this Actor.** Rough cost with Haiku or Mistral Small: enriching 100 postings runs well under $0.05 in provider token spend (short prompts, small JSON replies); Sonnet/Mistral Large cost roughly 4-5x that for the same batch.

Enrichment needs a posting's description text even when you have `includeDescription` off — this Actor fetches it internally for enrichment either way, then still honors your `includeDescription` choice for what actually ends up in the output `snippet` field.

If `aiEnrichment` is on but no matching key is available (`anthropicApiKey`/`ANTHROPIC_API_KEY` for `aiProvider: "anthropic"`, or `mistralApiKey`/`MISTRAL_API_KEY` for `aiProvider: "mistral"`), enrichment is skipped: you get one extra dataset row explaining why (`warnings: ["aiEnrichment skipped: no anthropicApiKey or mistralApiKey provided"]`), a run status message, and every other posting is still returned normally, just without the `ai*` fields.

This is the same class of field fantastic-jobs' `career-site-api` prices a whole tier on (`ai_key_skills`, work arrangement, visa signals) — comparable output here, opt-in and BYOK instead of bundled into every row's price.

### Warning rows

Alongside normal posting records, this Actor can push a handful of extra rows that are all `null` except `company`/`ats`/`warnings` — same flat schema as a posting record, so a dataset-only consumer (no access to the run log) still sees every problem:

| Trigger | Example `warnings` |
|---|---|
| A `companyDomains` website couldn't be resolved to a live Ashby board | `["no live Ashby board found for 'acme.com' (checked candidate slug(s): acme)"]` |
| A requested company slug 404'd (or hard-failed) on every ATS probed | `["not found on any ATS probed (ashby): 'acme-corp' (404 on every probe)"]` |
| `maxItemsPerCompany` actually cut postings for one company | `["truncated for 'acme-corp': maxItemsPerCompany=100 returned 100 of 137 matching postings — raise maxItemsPerCompany to get the rest"]` |
| `maxItems` actually cut the total run | `["truncated: maxItems=200 returned 200 of 340 matching postings — raise maxItems to get the rest"]` |
| `aiEnrichment` requested but no API key available | `["aiEnrichment skipped: no anthropicApiKey or mistralApiKey provided"]` |

None of these rows are billed as a `result` event — only genuine postings are. Pass 50 company slugs in one run and you can tell exactly which ones need fixing straight from the dataset, instead of hunting through the run log.

### Integrations

Export results as JSON, CSV or Excel/XLSX, or pipe them straight into Make, Zapier or n8n. Call this Actor synchronously with `run-sync-get-dataset-items`, or plug it into any AI agent through the [Apify MCP server](https://apify.com/apify/actors-mcp-server).

### Pricing

Pay per event: a small per-run start fee plus a per-posting fee — see this Actor's **Pricing** tab for the current rates (volume tiers included). 100 postings ≈ $0.25. No subscription — pay only for what you fetch.

If you turn on `aiEnrichment`, your Anthropic or Mistral key is billed separately by that provider for the enrichment calls themselves — see "AI enrichment" above for a rough per-100-postings cost estimate. Delta mode (`onlyNewSinceLastRun`) only *reduces* cost: already-seen postings are dropped before the billed push step.

### Use cases

- Track hiring at Ashby-powered startups (OpenAI, Ramp, Linear...)
- Startup-hiring intelligence and talent mapping
- Careers-page aggregation without HTML scraping
- Remote-role discovery via the `isRemote` flag

### FAQ

**Is it legal to scrape Ashby jobs?**
The data comes from the ATS providers' official, public, unauthenticated JSON APIs — the same data any visitor sees on the company's careers page. Review the providers' terms for your use case.

**Do I need an API key or login?**
No. These are public job-board APIs — no authentication of any kind.

**What if a company isn't found?**
The run continues with the other companies, and — since 2026-07 — you also get one dataset row for it: `{"company": "<slug>", "ats": "...", "warnings": ["not found on any ATS probed (...): '<slug>' (404 on every probe)"]}` (or `"fetch failed on every ATS probed ..."` for a network/5xx failure rather than a clean 404). Previously this was only visible in the run log, easy to miss across a 50-slug batch. Full board URLs are also accepted and reduced to slugs automatically. See "Warning rows".

**How fresh is the data?**
Every run hits the ATS APIs live. No caching layer in between.

**Something broken or missing?**
Open an issue on the Actor's **Issues** tab — it is monitored and fixes ship fast.

**This Actor saved you time?**
A quick ⭐ review on the Store page genuinely helps other developers find it — and tells us what to build next.

### Related Actors

- [Greenhouse Jobs Scraper — Company Job Boards](https://apify.com/nomad-agent/greenhouse-jobs-scraper)
- [Lever Jobs Scraper — Company Job Postings API](https://apify.com/nomad-agent/lever-jobs-scraper)
- [Workable Jobs Scraper — Company Job Boards](https://apify.com/nomad-agent/workable-jobs-scraper)
- [Company Careers Scraper — Greenhouse Lever Ashby](https://apify.com/nomad-agent/company-careers-bundle)
- [Web Developer Jobs Scraper — 10 Boards in One](https://apify.com/nomad-agent/web-dev-bundle)
- [LinkedIn Jobs Scraper — No Login, No Cookies](https://apify.com/nomad-agent/linkedin-scraper)

***

**From the maker of [Oink](https://github.com/Exdenta/OinkAIJobSearch)** — an open-source, AI-powered job-search bot for Telegram that runs on these Actors. [Try the free bot](https://t.me/job_search_everyday_bot), get a managed instance at [oinkjobsearch.com](https://oinkjobsearch.com), or browse the [full catalog of 50+ Actors](https://apify.com/nomad-agent).

# Actor input Schema

## `companies` (type: `array`):

Company slugs as used on their Ashby board — the <code>\<slug></code> in <code>jobs.ashbyhq.com/\<slug></code> (full board URLs also accepted). Don't know the slug, or not sure the company even uses Ashby? Use <b>Company websites</b> below instead and let the Actor find the board for you. Provide either or both.

## `companyDomains` (type: `array`):

Plain company websites or domains (e.g. <code>ramp.com</code>, <code>https://linear.app</code>) — no need to know the Ashby slug, or even that the company runs on Ashby. The Actor probes each site + its careers page and resolves the <code>jobs.ashbyhq.com</code> board automatically, then scrapes it. A website with no Ashby board is reported as a warning row (see README), never an error — the run continues.

## `keyword` (type: `string`):

Optional case-insensitive substring match on the job title (e.g. <code>engineer</code>).

## `titleExclude` (type: `array`):

Drop postings whose title contains any of these substrings (case-insensitive). Example: \[<code>intern</code>, <code>staffing</code>].

## `locationFilter` (type: `string`):

Optional case-insensitive substring match on the location (e.g. <code>remote</code>, <code>london</code>).

## `descriptionSearch` (type: `string`):

Keep only postings whose description text contains this substring (case-insensitive, e.g. <code>kubernetes</code>). The description is fetched for filtering even when <b>Include description</b> is off.

## `descriptionExclude` (type: `array`):

Drop postings whose description text contains any of these substrings (case-insensitive). Example: \[<code>clearance</code>, <code>on-call</code>].

## `companySearch` (type: `string`):

Keep only postings whose resolved company display name contains this substring (case-insensitive). Handy when a domain resolves to a parent org with several brands.

## `postedSince` (type: `integer`):

Only keep postings first published within this many days. Leave empty (or 0) for no date filter. When this is set, postings the source didn't give a posting date for are dropped rather than guessed at.

## `postedAfter` (type: `string`):

Absolute lower date bound, <code>YYYY-MM-DD</code>. Keep only postings first published on or after this date. Postings with no posting date are dropped (never guessed). Combine with <b>Posted on or before</b> for a fixed window.

## `postedBefore` (type: `string`):

Absolute upper date bound, <code>YYYY-MM-DD</code>. Keep only postings first published on or before this date. Postings with no posting date are dropped (never guessed).

## `remoteOnly` (type: `boolean`):

Keep only postings Ashby flags isRemote=true. Postings where Ashby doesn't state isRemote at all are treated as not-remote and excluded too.

## `minSalary` (type: `integer`):

Keep only postings whose stated pay range reaches at least this amount (compared against the top of each posting's range). Only a minority of Ashby companies disclose pay — when this is set, postings with no numeric salary are dropped (never guessed). Same currency units as the posting; no currency conversion is done.

## `maxSalary` (type: `integer`):

Keep only postings whose stated pay range starts at or below this amount (compared against the bottom of each posting's range). When set, postings with no numeric salary are dropped (never guessed). Same currency units as the posting; no currency conversion is done.

## `includeDescription` (type: `boolean`):

Include a plain-text description snippet per posting. Turn off for lighter, faster output.

## `outputProfile` (type: `string`):

Shape the output payload. <code>full</code> (default) returns every field. <code>compact</code> drops the heavy <code>snippet</code> description text. <code>mini</code> drops <code>snippet</code> and the structured salary breakdown (<code>salaryMin/Max/Currency/Period</code>), keeping just the core identity/link fields plus the <code>salary</code> display text — smallest rows for high-volume runs.

## `maxItemsPerCompany` (type: `integer`):

Cap postings returned per company. Each posting returned is a billed result, so this keeps one large board from dominating the run's cost. 0 = no cap.

## `maxItems` (type: `integer`):

Hard cap on total postings returned across all companies. Each posting returned is billed as a paid result — raise this only as high as you actually need. 0 = no cap (not recommended for large company lists).

## `onlyNewSinceLastRun` (type: `boolean`):

Delta/monitoring mode: only output postings not seen in a previous run that also had this flag on. Already-seen postings are dropped before push (not billed), so this is the cheapest way to run this Actor on a cron schedule and only pay for genuinely new postings. State is tracked per Actor in a dedicated key-value store, keyed by each posting's globalId. See README “Delta mode / monitoring”.

## `aiEnrichment` (type: `boolean`):

Adds aiKeySkills / aiExperienceLevel / aiWorkArrangement / aiVisaSponsorship to every posting via the Anthropic or Mistral API (pick which below). Requires your own API key for the provider you pick — billed separately by that provider, not by this Actor (see README “AI enrichment”). If turned on without a matching key, enrichment is skipped (with a warning) and postings are still returned normally, without the ai\* fields.

## `aiProvider` (type: `string`):

Which AI provider runs enrichment (only relevant when “AI enrichment” is on). <code>anthropic</code> (default) uses Claude via anthropicApiKey. <code>mistral</code> uses a Mistral model via mistralApiKey instead — pick this if you'd rather bring a Mistral key than an Anthropic one. <code>openai</code> uses a GPT model via openaiApiKey.

## `anthropicApiKey` (type: `string`):

Your Anthropic API key (sk-ant-…). Only used when “AI enrichment” is on and aiProvider is <code>anthropic</code>; billed separately by Anthropic. Not required unless aiEnrichment is on.

## `aiModel` (type: `string`):

Claude model used for AI enrichment when aiProvider is <code>anthropic</code> (only relevant when “AI enrichment” is on). Haiku is fast and inexpensive; Sonnet gives higher-quality extraction on longer, more nuanced descriptions.

## `mistralApiKey` (type: `string`):

Your Mistral API key. Only used when “AI enrichment” is on and aiProvider is <code>mistral</code>; billed separately by Mistral. Not required unless aiEnrichment is on with aiProvider=mistral.

## `mistralModel` (type: `string`):

Mistral model used for AI enrichment when aiProvider is <code>mistral</code> (only relevant when “AI enrichment” is on). Small is the default — testing found it matches larger Mistral models on this extraction task (small, well-scoped fields) at a fraction of the cost.

## `openaiApiKey` (type: `string`):

Your OpenAI API key (sk-…). Only used when “AI enrichment” is on and aiProvider is <code>openai</code>; billed separately by OpenAI. Not required unless aiEnrichment is on with aiProvider=openai.

## `openaiModel` (type: `string`):

OpenAI model used for AI enrichment when aiProvider is <code>openai</code> (only relevant when “AI enrichment” is on). Defaults to <code>gpt-4.1-mini</code> — cheap, fast and ample for this extraction task. Any chat-completions model works, including the gpt-5 family (e.g. <code>gpt-5.4-mini</code>).

## `concurrency` (type: `integer`):

How many companies to fetch at the same time. Higher is faster but hits the source API harder — the default is a safe, fast setting for almost every run.

## Actor input object example

```json
{
  "companies": [
    "openai",
    "ramp",
    "linear"
  ],
  "companyDomains": [],
  "titleExclude": [
    "intern",
    "staffing"
  ],
  "remoteOnly": false,
  "includeDescription": true,
  "outputProfile": "full",
  "maxItemsPerCompany": 100,
  "maxItems": 200,
  "onlyNewSinceLastRun": false,
  "aiEnrichment": false,
  "aiProvider": "anthropic",
  "aiModel": "claude-haiku-4-5-20251001",
  "mistralModel": "mistral-small-latest",
  "openaiModel": "gpt-4.1-mini",
  "concurrency": 8
}
```

# Actor output Schema

## `dataset` (type: `string`):

No description

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "companies": [
        "openai",
        "ramp",
        "linear"
    ],
    "companyDomains": [],
    "titleExclude": [
        "intern",
        "staffing"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("nomad-agent/ashby-jobs-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "companies": [
        "openai",
        "ramp",
        "linear",
    ],
    "companyDomains": [],
    "titleExclude": [
        "intern",
        "staffing",
    ],
}

# Run the Actor and wait for it to finish
run = client.actor("nomad-agent/ashby-jobs-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "companies": [
    "openai",
    "ramp",
    "linear"
  ],
  "companyDomains": [],
  "titleExclude": [
    "intern",
    "staffing"
  ]
}' |
apify call nomad-agent/ashby-jobs-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=nomad-agent/ashby-jobs-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/ASJ12iMIu97bFEeqY/builds/xLzccTF5kjlCyfwjJ/openapi.json