# Ashby Hiring Intelligence Scraper (`coregent/ashby-hiring-intelligence-scraper`) Actor

Scrape public Ashby job boards by board name or URL into clean, CSV-ready hiring-signal data - titles, locations, departments, compensation, descriptions, remote flags, and signal tags. No login or cookies required.

- **URL**: https://apify.com/coregent/ashby-hiring-intelligence-scraper.md
- **Developed by:** [Delowar Munna](https://apify.com/coregent) (community)
- **Categories:** Jobs, Automation, Developer tools
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.80 / 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.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

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

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
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.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use 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 Hiring Intelligence Scraper

![Ashby Hiring Intelligence Scraper](https://raw.githubusercontent.com/coregentdevspace/ashby-hiring-intelligence-scraper-assets/main/thumbnail-ashby-hiring-intelligence-scraper.png)

Scrape **public Ashby job boards** by **board name** or **URL**, and turn them into clean, flat, CSV-ready rows — plus lightweight **hiring-signal** fields (department/team, workplace type, compensation presence, seniority hint, role family, signal score + reason tags). Built for **lead-generation, sales teams, recruiters, staffing agencies, and market researchers**.

**No login, no cookies, no session tokens, no authenticated Ashby API keys.** The actor uses Ashby's **public job posting API** over HTTP — a single request returns every published job for a board — so it stays fast and cost-predictable. You pay one flat event per unique job row that passes your filters.

### ✨ Why this scraper

- **Public API-first** — not a fragile browser scraper. Each board is read directly from Ashby's public posting endpoint.
- **Two input modes** — Ashby board slugs (`ramp`, `notion`, …), or paste Ashby careers / API URLs (board slug extracted for you).
- **33 flat fields** — job identity, company/board, department/team, location, compensation, description, and hiring signals. No nested objects; drops straight into Sheets/Excel/CRMs.
- **Pay-Per-Event** — one flat `job-result` event per saved unique job. Duplicates and filtered rows are never charged.
- **Compensation when public** — currency, min/max, period, and a readable summary when the board exposes it.
- **Transparent hiring-signal score** — rule-based (no AI), explained below.

---

### 🚀 Quick start — sample inputs

#### Example 1 — board names + filters

```json
{
    "jobBoardNames": ["ramp", "notion"],
    "maxResults": 500,
    "includeCompensation": true,
    "keywordInclude": ["engineer", "data", "product"],
    "keywordExclude": ["intern"],
    "departmentInclude": ["engineering", "product", "data"],
    "enableHiringSignalScore": true,
    "dedupe": true,
    "proxyConfiguration": { "useApifyProxy": true }
}
````

#### Example 2 — Ashby careers URL + remote-only + custom proxy via your own provider

```json
{
    "startUrls": ["https://jobs.ashbyhq.com/openai"],
    "maxResults": 250,
    "includeCompensation": true,
    "locationInclude": ["remote", "new york", "san francisco"],
    "remoteOnly": true,
    "compensationRequired": false,
    "enableHiringSignalScore": true,
    "proxyConfiguration": {
        "useApifyProxy": false,
        "proxyUrls": ["http://user:pass@proxy.iproyal.com:12321"]
    }
}
```

> Provide **at least one** of `jobBoardNames` or `startUrls`. If you provide both, the actor runs both and deduplicates across the whole run.

> The actor blocks Apify Residential proxy; if you need residential routing, supply your own provider via `proxyConfiguration.proxyUrls` as shown. See **🚦 Proxy policy** below.

***

### 📦 Output

The dataset has one view: **Jobs & hiring signals** — a 33-column flat table.

![Ashby Hiring Intelligence Scraper — all-fields table view](https://raw.githubusercontent.com/coregentdevspace/ashby-hiring-intelligence-scraper-assets/main/ashby-hiring-intelligence-scraper-output-all-fields-table-view.png)

#### Output fields (33)

`job_id`, `job_title`, `company_name`, `job_board_name`, `department`, `team`, `employment_type`, `location`, `locations`, `country`, `city`, `is_remote`, `workplace_type`, `job_url`, `apply_url`, `description_text`, `description_html`, `published_at`, `compensation_currency`, `compensation_min`, `compensation_max`, `compensation_period`, `compensation_text`, `has_compensation`, `seniority_hint`, `role_family`, `hiring_signal_score`, `hiring_signal_label`, `reason_tags`, `source_type`, `source_input`, `source_api_url`, `scraped_at`.

#### Sample record — Jobs & hiring signals

(Real run output; the `description_text` / `description_html` are truncated here for readability.)

```json
{
    "job_id": "34413f8d-26bf-4bbc-8ade-eb309a0e2245",
    "job_title": "Security Engineer, Cloud",
    "company_name": "Ramp",
    "job_board_name": "ramp",
    "department": "Engineering",
    "team": "Backend",
    "employment_type": "Full-time",
    "location": "New York, NY (HQ)",
    "locations": "New York, NY (HQ) | Miami, FL | Remote (US) | Remote (Canada)",
    "country": "USA",
    "city": "New York City",
    "is_remote": true,
    "workplace_type": "hybrid",
    "job_url": "https://jobs.ashbyhq.com/ramp/34413f8d-26bf-4bbc-8ade-eb309a0e2245",
    "apply_url": "https://jobs.ashbyhq.com/ramp/34413f8d-26bf-4bbc-8ade-eb309a0e2245/application",
    "description_text": "ABOUT RAMP\n\nRamp is building the smart infrastructure for finance teams, embedded in the t...",
    "description_html": "<h1><strong>About Ramp</strong></h1><p style=\"min-height:1.5em\">Ramp is building the smart...",
    "published_at": "2026-04-07T17:12:35.753Z",
    "compensation_currency": "USD",
    "compensation_min": 211400,
    "compensation_max": 290600,
    "compensation_period": "year",
    "compensation_text": "$211.4K – $290.6K • Offers Equity",
    "has_compensation": true,
    "seniority_hint": "mid",
    "role_family": "engineering",
    "hiring_signal_score": 90,
    "hiring_signal_label": "high",
    "reason_tags": "salary_visible | remote_role | department_known | detailed_description | application_url_available",
    "source_type": "board_name",
    "source_input": "ramp",
    "source_api_url": "https://api.ashbyhq.com/posting-api/job-board/ramp?includeCompensation=true",
    "scraped_at": "2026-06-04T00:47:41.419Z"
}
```

***

### 🎯 Hiring-signal score

Transparent rule-based score (0–100) computed from the extracted public fields — no AI, no external enrichment.

| Signal                                   | Points |
| ---------------------------------------- | -----: |
| Base score                               |    +30 |
| Public compensation present              |    +15 |
| Remote or hybrid role                    |    +10 |
| Senior / lead / executive seniority hint |    +10 |
| Department / team populated              |    +10 |
| Location populated                       |    +10 |
| Description text longer than 500 chars   |    +10 |
| Apply URL present                        |     +5 |

Score is capped at 100.

**Labels**: `high` (70–100) · `medium` (40–69) · `low` (0–39).

`reason_tags` is a pipe-separated list explaining the score — e.g. `salary_visible`, `remote_role`, `hybrid_role`, `senior_role`, `department_known`, `detailed_description`, `application_url_available`.

***

### 💰 Pricing

**Pay-Per-Event**. One flat event per saved row (final per-event price is configured on the Apify console):

| Event        | Charged when                                                                                 |
| ------------ | -------------------------------------------------------------------------------------------- |
| `job-result` | Once per unique job row that passed all filters and was successfully written to the dataset. |

So your bill is simply `results_saved × price_per_event`. The actor honors the user-configured per-run spending cap (Apify `eventChargeLimitReached`): it both caps how many results it collects up-front to what the limit can pay for, and stops cleanly the moment the cap is reached during charging.

Not charged:

- Duplicates (deduplicated by `job_id` + board, canonical `job_url`, and `apply_url` / title+company keys).
- Rows filtered out by keyword / location / department / remote / compensation filters.
- Rows missing a `job_id` or `job_title`.
- Failed boards, empty boards, or blocked requests.

#### 🚦 Proxy policy

Use **Apify Datacenter** proxy or **no proxy** for normal runs — both work reliably for Ashby's public posting API at this actor's conservative concurrency.

**Apify Residential proxy is not supported.** The actor will fail at startup if `proxyConfiguration.apifyProxyGroups` includes `RESIDENTIAL`. Reason: in pay-per-event actors, residential bandwidth (~/GB) is billed to the developer, not the run user, so a single bandwidth-heavy run could exceed the per-result event revenue.

If you genuinely need residential routing, supply your own residential provider via the proxy editor's **Custom proxy URLs** field — that traffic goes through your provider, not Apify, and is unaffected:

```
http://user:pass@proxy.iproyal.com:12321
http://user:pass@proxy.brightdata.com:22225
http://user:pass@proxy.oxylabs.io:7777
```

***

### 📊 Run summary

After each run, a `RUN_SUMMARY` entry is written to the key-value store:

```json
{
    "inputs_total": 3,
    "job_boards_total": 3,
    "successful_inputs": 2,
    "failed_inputs": 1,
    "raw_results_found": 420,
    "results_saved": 250,
    "duplicates_removed": 37,
    "filtered_out": 133,
    "charged_events": 250,
    "charge_failures": 0,
    "blocked_requests": 1,
    "retry_count": 2,
    "boards_failed": ["acme-nonexistent"],
    "boards_succeeded": ["ramp", "notion"],
    "runtime_seconds": 14,
    "scraped_at": "2026-06-03T06:00:00.000Z"
}
```

`charged_events` equals the number of successfully saved unique rows.

***

### ⚙️ Filters

| Filter                  | Effect                                                                                          |
| ----------------------- | ----------------------------------------------------------------------------------------------- |
| `keywordInclude`        | Keep rows containing any keyword in title, description, department, team, location, or company. |
| `keywordExclude`        | Remove rows containing any keyword in those same fields. Exclusion wins over inclusion.          |
| `locationInclude`       | Keep rows matching any term in location, all-locations, city, country, or workplace type.        |
| `departmentInclude`     | Keep rows matching any term in department, team, or role family.                                 |
| `remoteOnly`            | Keep only rows where `is_remote` is true.                                                        |
| `compensationRequired`  | Keep only rows where `has_compensation` is true.                                                 |
| `dedupe`                | Drop duplicates by Ashby job ID + canonical URL across boards (recommended ON).                  |

Filters are applied **before** any dataset push or event charge.

***

### 🚧 Limitations (V1)

- **Public posting data only**: no login, cookies, sessions, or authenticated Ashby Data API. Only currently published jobs are returned.
- **Compensation** is only present when the board publicly exposes it and `includeCompensation` is on; `compensation_*` fields are `null` otherwise.
- **No `updated_at` field**: the public posting API exposes `publishedAt` but not an updated timestamp, so the output carries `published_at` only.
- **`company_name`** is derived from the board slug (title-cased) because the public posting API does not return an organization name.
- **No** recruiter/contact extraction, email enrichment, company-website crawling, AI scoring, or historical change tracking.
- For non-Ashby careers URLs, the actor does a single best-effort HTML scan to discover an embedded Ashby board; if none is found, that input is marked failed and the run continues.
- `maxResults` caps **saved unique** rows across the whole run (not per board).

***

### ❓ FAQ

**Do I need an Ashby account or API key?**
No. The actor only uses Ashby's public job posting API.

**Where do I find a board slug?**
It is the path segment in an Ashby careers URL: `https://jobs.ashbyhq.com/{board}` → `{board}`. You can paste the URL into `startUrls` and the actor extracts it for you.

**Why is `company_name` just the board slug, title-cased?**
The public posting API does not return an organization name, so the readable board slug is the safe public fallback.

**Can I export to CSV?**
Yes — every field is flat (no nested objects). Use Apify's CSV / Excel export, or call the dataset API with `format=csv`.

**Will I get blocked?**
Ashby's posting API is public and stable. The actor uses conservative concurrency, realistic headers, session rotation, and retry/backoff. Default Apify Proxy or no proxy is sufficient for typical runs.

***

### 🛠️ Technical notes

- **Stack**: Node.js 22 · Apify SDK 3 · Crawlee `HttpCrawler` (JSON over HTTP). No browser.
- **Endpoint**: Ashby public `posting-api/job-board/{board}` (optional `includeCompensation=true`).
- **Concurrency**: `min=1`, `max=10` (one request per board; conservative).
- **Memory**: 1 GB min · 2 GB default · 4 GB max.
- **Proxy**: Apify Proxy enabled by default; custom configs accepted; Apify Residential rejected at startup.

# Actor input Schema

## `jobBoardNames` (type: `array`):

Ashby job board slugs to scrape, for example "ramp", "notion", "openai". Each is turned into a public Ashby posting-API request. Provide at least one of Ashby board names or Start URLs.

## `startUrls` (type: `array`):

Ashby careers URLs (https://jobs.ashbyhq.com/{board}), Ashby API URLs, or company careers pages that embed an Ashby board. The board slug is extracted automatically; unknown careers pages are scanned once for an Ashby reference.

## `maxResults` (type: `integer`):

Maximum number of saved unique jobs across the whole run (not per board). Range 1-50000.

## `includeCompensation` (type: `boolean`):

Request public compensation data from Ashby (adds includeCompensation=true to API requests). Only public salary data already exposed by the board is returned.

## `keywordInclude` (type: `array`):

Keep only jobs containing at least one of these keywords in the title, description, department, team, location, or company name (case-insensitive). Leave empty to keep all.

## `keywordExclude` (type: `array`):

Remove jobs containing any of these keywords in the same fields (case-insensitive), for example "intern".

## `locationInclude` (type: `array`):

Keep only jobs matching at least one of these location terms in location, city, country, or workplace type (case-insensitive), for example "remote", "new york".

## `departmentInclude` (type: `array`):

Keep only jobs from selected departments/teams (matched against department, team, and role family), for example "engineering", "product".

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

Keep only jobs that appear remote (based on workplace type and location/title hints).

## `compensationRequired` (type: `boolean`):

Keep only jobs that include public compensation data.

## `enableHiringSignalScore` (type: `boolean`):

Add a transparent, non-AI hiring-signal score (0-100), label, and reason tags based only on visible public fields.

## `dedupe` (type: `boolean`):

Remove duplicate postings by Ashby job ID and canonical job/apply URL so you are not charged for duplicates across overlapping boards.

## `proxyConfiguration` (type: `object`):

Apify Proxy configuration. Defaults to Apify Proxy enabled. Apify Residential is NOT supported and will fail the run at startup; if you need residential routing, supply your own provider via Custom proxy URLs (proxyUrls).

## Actor input object example

```json
{
  "jobBoardNames": [
    "ramp",
    "notion"
  ],
  "startUrls": [
    "https://jobs.ashbyhq.com/openai"
  ],
  "maxResults": 1000,
  "includeCompensation": true,
  "keywordInclude": [],
  "keywordExclude": [],
  "locationInclude": [],
  "departmentInclude": [],
  "remoteOnly": false,
  "compensationRequired": false,
  "enableHiringSignalScore": true,
  "dedupe": true,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}
```

# Actor output Schema

## `overview` (type: `string`):

Flat 34-field table view of every Ashby job row pushed to the dataset, including job identity, company/board, department/team, location, compensation, description, and derived hiring-signal fields.

# 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 = {
    "jobBoardNames": [
        "ramp",
        "notion"
    ],
    "startUrls": [
        "https://jobs.ashbyhq.com/openai"
    ],
    "proxyConfiguration": {
        "useApifyProxy": true
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("coregent/ashby-hiring-intelligence-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 = {
    "jobBoardNames": [
        "ramp",
        "notion",
    ],
    "startUrls": ["https://jobs.ashbyhq.com/openai"],
    "proxyConfiguration": { "useApifyProxy": True },
}

# Run the Actor and wait for it to finish
run = client.actor("coregent/ashby-hiring-intelligence-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 '{
  "jobBoardNames": [
    "ramp",
    "notion"
  ],
  "startUrls": [
    "https://jobs.ashbyhq.com/openai"
  ],
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}' |
apify call coregent/ashby-hiring-intelligence-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Ashby Hiring Intelligence Scraper",
        "description": "Scrape public Ashby job boards by board name or URL into clean, CSV-ready hiring-signal data - titles, locations, departments, compensation, descriptions, remote flags, and signal tags. No login or cookies required.",
        "version": "1.0",
        "x-build-id": "aiJcHxlWCSr3XXMOd"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/coregent~ashby-hiring-intelligence-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-coregent-ashby-hiring-intelligence-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/coregent~ashby-hiring-intelligence-scraper/runs": {
            "post": {
                "operationId": "runs-sync-coregent-ashby-hiring-intelligence-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/coregent~ashby-hiring-intelligence-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-coregent-ashby-hiring-intelligence-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "properties": {
                    "jobBoardNames": {
                        "title": "Ashby board names",
                        "type": "array",
                        "description": "Ashby job board slugs to scrape, for example \"ramp\", \"notion\", \"openai\". Each is turned into a public Ashby posting-API request. Provide at least one of Ashby board names or Start URLs.",
                        "default": [
                            "ramp"
                        ],
                        "items": {
                            "type": "string"
                        }
                    },
                    "startUrls": {
                        "title": "Start URLs",
                        "type": "array",
                        "description": "Ashby careers URLs (https://jobs.ashbyhq.com/{board}), Ashby API URLs, or company careers pages that embed an Ashby board. The board slug is extracted automatically; unknown careers pages are scanned once for an Ashby reference.",
                        "default": [],
                        "items": {
                            "type": "string"
                        }
                    },
                    "maxResults": {
                        "title": "Max results",
                        "minimum": 1,
                        "maximum": 50000,
                        "type": "integer",
                        "description": "Maximum number of saved unique jobs across the whole run (not per board). Range 1-50000.",
                        "default": 1000
                    },
                    "includeCompensation": {
                        "title": "Include compensation",
                        "type": "boolean",
                        "description": "Request public compensation data from Ashby (adds includeCompensation=true to API requests). Only public salary data already exposed by the board is returned.",
                        "default": true
                    },
                    "keywordInclude": {
                        "title": "Keyword include",
                        "type": "array",
                        "description": "Keep only jobs containing at least one of these keywords in the title, description, department, team, location, or company name (case-insensitive). Leave empty to keep all.",
                        "default": [],
                        "items": {
                            "type": "string"
                        }
                    },
                    "keywordExclude": {
                        "title": "Keyword exclude",
                        "type": "array",
                        "description": "Remove jobs containing any of these keywords in the same fields (case-insensitive), for example \"intern\".",
                        "default": [],
                        "items": {
                            "type": "string"
                        }
                    },
                    "locationInclude": {
                        "title": "Location include",
                        "type": "array",
                        "description": "Keep only jobs matching at least one of these location terms in location, city, country, or workplace type (case-insensitive), for example \"remote\", \"new york\".",
                        "default": [],
                        "items": {
                            "type": "string"
                        }
                    },
                    "departmentInclude": {
                        "title": "Department include",
                        "type": "array",
                        "description": "Keep only jobs from selected departments/teams (matched against department, team, and role family), for example \"engineering\", \"product\".",
                        "default": [],
                        "items": {
                            "type": "string"
                        }
                    },
                    "remoteOnly": {
                        "title": "Remote only",
                        "type": "boolean",
                        "description": "Keep only jobs that appear remote (based on workplace type and location/title hints).",
                        "default": false
                    },
                    "compensationRequired": {
                        "title": "Compensation required",
                        "type": "boolean",
                        "description": "Keep only jobs that include public compensation data.",
                        "default": false
                    },
                    "enableHiringSignalScore": {
                        "title": "Enable hiring-signal score",
                        "type": "boolean",
                        "description": "Add a transparent, non-AI hiring-signal score (0-100), label, and reason tags based only on visible public fields.",
                        "default": true
                    },
                    "dedupe": {
                        "title": "Deduplicate jobs",
                        "type": "boolean",
                        "description": "Remove duplicate postings by Ashby job ID and canonical job/apply URL so you are not charged for duplicates across overlapping boards.",
                        "default": true
                    },
                    "proxyConfiguration": {
                        "title": "Proxy configuration",
                        "type": "object",
                        "description": "Apify Proxy configuration. Defaults to Apify Proxy enabled. Apify Residential is NOT supported and will fail the run at startup; if you need residential routing, supply your own provider via Custom proxy URLs (proxyUrls).",
                        "default": {
                            "useApifyProxy": true
                        }
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
