# Job Monitor — Only What's New Since Last Run (`alaudinburki/job-change-monitor`) Actor

Watch any career page or job board and get only the NEW and CHANGED postings. Works across hundreds of boards via schema.org JobPosting - no per-site setup.

- **URL**: https://apify.com/alaudinburki/job-change-monitor.md
- **Developed by:** [alaudin burki](https://apify.com/alaudinburki) (community)
- **Categories:** Jobs, Automation
- **Stats:** 2 total users, 1 monthly users, 0.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.50 / 1,000 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/actors/running/actors-in-store.md#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

## Job Monitor — Only What's New Since Last Run

Watch job pages and get only the NEW and CHANGED postings since your last run. Reads schema.org JobPosting data, so no per-site setup - see the README for which pages work.

Built reliability-first: **every row reports what was found and what was missing** — you never get a
silent blank, and a run summary tells you exactly what happened.

### What you get

| Field | Description |
|---|---|
| `changeType` | Change Type |
| `title` | Title |
| `company` | Company |
| `location` | Location |
| `salaryMin` | Salary Min |
| `salaryMax` | Salary Max |
| `remote` | Remote |
| `url` | Url |

### How to use it

1. Fill in the input (see the example below).
2. Run it once for a snapshot, or **schedule it** to keep the data fresh.
3. Export to CSV/JSON/Excel, or push straight to Google Sheets, Notion, Airtable, Zapier, Make, or n8n.

### Input

```json
{
  "boardUrls": [
    {
      "url": "https://euremotejobs.com/job/analytics-engineer-3/"
    },
    {
      "url": "https://euremotejobs.com/job/audio-transcription-indonesian-indonesia/"
    },
    {
      "url": "https://euremotejobs.com/job/nederlandstalige-afsprakenplanner-volledig-remote-freelance/"
    }
  ],
  "returnMode": "new_only",
  "titleIncludes": [
    "engineer",
    "developer"
  ],
  "titleExcludes": [
    "intern"
  ],
  "remoteOnly": false,
  "minSalary": 0,
  "postedWithinDays": 30,
  "includeRemoved": false,
  "maxItems": 500,
  "maxConcurrency": 5
}
```

### Sample output

```json
[
{
  "changeType": 12.3,
  "title": "Example title",
  "company": "example",
  "location": "example",
  "salaryMin": 3.14,
  "salaryMax": 3.14,
  "remote": "example",
  "url": "https://example.com/item/1"
}
]
```

### Typical uses

- Schedule it and feed the output straight into your sheet, database, or app.
- Pair it with the related actors below to build a complete pipeline.

### Pricing

**$1.50 / 1,000 results** (`$0.0015` per result), plus a near-zero start fee. You are **never charged beyond your limit**, and blocked or
failed items are reported honestly — not billed as data.

### FAQ & limitations

- Public data only — no login walls, no cookies required.
- Rate limits on the source may require the proxy or a retry on very large pulls.
- Every row reports its own status, so partial results are always labeled, never faked.
- **Integrations:** output works with Zapier, Make, n8n, and any webhook via Apify's integrations.
- **Formats:** results export as JSON, CSV, Excel, or HTML from the dataset.

### Related actors

- **Portfolio Health Monitor**
- **Format Converter**
- **URL Metadata Extractor**

# Actor input Schema

## `boardUrls` (type: `array`):

Pages whose HTML contains schema.org JobPosting data - individual job pages, and server-rendered boards. Board index and search pages usually do NOT work: they build their list in the browser, so the HTML has no jobs in it. To check a page, View Source and search for 'JobPosting'. The defaults below are real pages you can run as-is.

## `returnMode` (type: `string`):

'New and changed only' is the point of a monitor. Use 'all' for a one-off full scrape.

## `titleIncludes` (type: `array`):

Case-insensitive. Leave empty for all titles.

## `titleExcludes` (type: `array`):

Filter out seniority levels or roles you don't want.

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

Keep only postings whose location or job type says remote. Off by default.

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

Jobs with no published salary are always kept - most listings omit it.

## `postedWithinDays` (type: `integer`):

Ignore postings older than this many days. Leave empty for no age limit.

## `includeRemoved` (type: `boolean`):

Report postings that disappeared since the last run.

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

Hard limit, strictly enforced.

## `maxConcurrency` (type: `integer`):

How many board pages to fetch at once. Lower it if a site rate-limits you.

## Actor input object example

```json
{
  "boardUrls": [
    {
      "url": "https://euremotejobs.com/job/analytics-engineer-3/"
    },
    {
      "url": "https://euremotejobs.com/job/audio-transcription-indonesian-indonesia/"
    },
    {
      "url": "https://euremotejobs.com/job/nederlandstalige-afsprakenplanner-volledig-remote-freelance/"
    }
  ],
  "returnMode": "new_only",
  "titleIncludes": [
    "engineer",
    "developer"
  ],
  "titleExcludes": [
    "intern"
  ],
  "remoteOnly": false,
  "postedWithinDays": 30,
  "includeRemoved": false,
  "maxItems": 500,
  "maxConcurrency": 5
}
```

# Actor output Schema

## `results` (type: `string`):

The dataset of results produced by this run.

# 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 = {
    "boardUrls": [
        {
            "url": "https://euremotejobs.com/job/analytics-engineer-3/"
        },
        {
            "url": "https://euremotejobs.com/job/audio-transcription-indonesian-indonesia/"
        },
        {
            "url": "https://euremotejobs.com/job/nederlandstalige-afsprakenplanner-volledig-remote-freelance/"
        }
    ],
    "titleIncludes": [
        "engineer",
        "developer"
    ],
    "titleExcludes": [
        "intern"
    ],
    "minSalary": 0,
    "postedWithinDays": 30
};

// Run the Actor and wait for it to finish
const run = await client.actor("alaudinburki/job-change-monitor").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 = {
    "boardUrls": [
        { "url": "https://euremotejobs.com/job/analytics-engineer-3/" },
        { "url": "https://euremotejobs.com/job/audio-transcription-indonesian-indonesia/" },
        { "url": "https://euremotejobs.com/job/nederlandstalige-afsprakenplanner-volledig-remote-freelance/" },
    ],
    "titleIncludes": [
        "engineer",
        "developer",
    ],
    "titleExcludes": ["intern"],
    "minSalary": 0,
    "postedWithinDays": 30,
}

# Run the Actor and wait for it to finish
run = client.actor("alaudinburki/job-change-monitor").call(run_input=run_input)

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

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

```

## CLI example

```bash
echo '{
  "boardUrls": [
    {
      "url": "https://euremotejobs.com/job/analytics-engineer-3/"
    },
    {
      "url": "https://euremotejobs.com/job/audio-transcription-indonesian-indonesia/"
    },
    {
      "url": "https://euremotejobs.com/job/nederlandstalige-afsprakenplanner-volledig-remote-freelance/"
    }
  ],
  "titleIncludes": [
    "engineer",
    "developer"
  ],
  "titleExcludes": [
    "intern"
  ],
  "minSalary": 0,
  "postedWithinDays": 30
}' |
apify call alaudinburki/job-change-monitor --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,alaudinburki/job-change-monitor"
        }
    }
}

```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/OJcKxNYrtgbcBtd0O/builds/xhGlAGGQoHswlo7WU/openapi.json