# Job Scraper - Indeed, Glassdoor & LinkedIn Jobs in One Run (`neuton/multi-job-board-search-scraper`) Actor

Search Indeed, Glassdoor and LinkedIn jobs at once and get one clean, deduplicated table: title, company, location, salary range, job type, remote flag, full description, company rating and industry, posted date and links. 25 countries. No login, fast HTTP.

- **URL**: https://apify.com/neuton/multi-job-board-search-scraper.md
- **Developed by:** [Neuton Scripts](https://apify.com/neuton) (community)
- **Categories:** Jobs, Lead generation
- **Stats:** 1 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.00 / 1,000 jobs

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/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
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.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## 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.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

## Job Scraper: Indeed, Glassdoor and LinkedIn jobs in one run

Search **Indeed, Glassdoor and LinkedIn** at the same time (plus optional **Bayt** for the Gulf and Middle East, and **BDJobs** for Bangladesh) and get **one normalised, deduplicated dataset**. You don't need three scrapers with three schemas. Every row has the same fields: title, company, location, salary range, job type, remote flag, full description, company rating and industry, posted date, job link and a `source` column saying which board it came from.

It works in **25 countries**, needs no login, and runs as pure HTTP, so it's fast and costs little to run. Built for job aggregators, recruiters and sourcers, salary and labour-market research, sales teams watching hiring companies, and AI agents.

### What one row looks like

| Field | Meaning |
| --- | --- |
| `source` | `indeed`, `glassdoor`, `linkedin`, `bayt` or `bdjobs` |
| `jobId`, `jobUrl`, `applyUrl` | Board job ID, job page and apply link |
| `title`, `company`, `companyRating`, `companyIndustry`, `companySize`, `companyWebsite`, `companyLogoUrl` | Job and employer |
| `location`, `city`, `region`, `country`, `isRemote` | Where |
| `jobTypes` | e.g. `["fulltime"]` |
| `salaryMin`, `salaryMax`, `salaryPeriod`, `salaryCurrency`, `salarySource` | Pay range and where it came from (`employer`, `indeed-estimate`, `glassdoor-estimate`) |
| `skillsAndBenefits` | Indeed's skill, benefit and schedule tags |
| `description` | Full job description (plain text) |
| `easyApply`, `postedAt` | Apply type and posting date |
| `searchTerm`, `searchLocation`, `scrapedAt` | Which search found it |

Fields a board doesn't publish stay `null`. Nothing is guessed.

### How to use it

1. Enter **job keywords** and **locations**, or leave locations empty for the whole country.
2. Choose the **boards** (all three by default) and the **country**.
3. Set **max jobs per board** and optional filters: **posted within N hours**, **job type**, **remote only**, **radius**, **newest first**.
4. Run, then export to CSV, Excel or JSON, or use the API, webhooks or MCP.

```json
{
  "searchTerms": ["data analyst", "business analyst"],
  "locations": ["Boston, MA", "Remote"],
  "jobBoards": ["indeed", "glassdoor", "linkedin"],
  "country": "US",
  "maxResultsPerBoard": 100,
  "postedWithinHours": 72
}
```

The same job posted on two boards appears once per board, so you can compare how each board presents it. Within a board, jobs are deduplicated by ID.

### Pricing

Pay per result: one charge per job row saved. Check the **Pricing** tab for the current rate, and set a **maximum charge per run**. The run stops cleanly at your limit. Searches that fail are not charged.

### Reliability

A free `RUN_SUMMARY` record lists every board, keyword and location search with its row count and status. If one board is temporarily unavailable, the others still deliver and the run is marked `PARTIAL`. Blocked requests are retried on a fresh residential session.

### Single-board versions

- [Indeed Jobs Scraper](https://apify.com/neuton/indeed-jobs-search-scraper): Indeed only, with company size, revenue and extra Indeed fields
- [Glassdoor Jobs Scraper](https://apify.com/neuton/glassdoor-jobs-search-scraper): Glassdoor only, with median salary estimate and company HQ and revenue
- [LinkedIn Job Details Scraper](https://apify.com/neuton/linkedin-job-details-scraper): complete LinkedIn job records from URLs or IDs

### Responsible use

The Actor collects publicly listed job postings. Use it lawfully and follow privacy, employment and anti-discrimination rules and each source's terms. Neuton is not affiliated with Indeed, Glassdoor or LinkedIn.

# Actor input Schema

## `searchTerms` (type: `array`):

Job titles, skills or companies to search, one per line. Each keyword is searched on each board in each location.

## `locations` (type: `array`):

City, state, region or 'Remote', one per line. Leave empty to search the whole country.

## `jobBoards` (type: `array`):

Which boards to search. Indeed, Glassdoor and LinkedIn are selected by default; add Bayt for Gulf/Middle East jobs (use locations like 'Dubai, UAE') or BDJobs for Bangladesh. Glassdoor covers 20 of the supported countries.

## `country` (type: `string`):

Country to search on every board.

## `maxResultsPerBoard` (type: `integer`):

Upper limit for each board-keyword-location search.

## `postedWithinHours` (type: `integer`):

Only recent jobs, e.g. 24, 72 or 168. Leave empty for any time.

## `jobType` (type: `string`):

Optional job type filter on every board.

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

Only remote jobs.

## `radiusMiles` (type: `integer`):

Search radius around each location.

## `sort` (type: `string`):

Order of results where the board supports it.

## `includeDescriptions` (type: `boolean`):

Full description for every job (LinkedIn needs one extra request per job).

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

Residential proxy is recommended; Glassdoor and LinkedIn block most datacenter IPs.

## Actor input object example

```json
{
  "searchTerms": [
    "software engineer"
  ],
  "locations": [
    "New York, NY"
  ],
  "jobBoards": [
    "indeed",
    "glassdoor",
    "linkedin"
  ],
  "country": "US",
  "maxResultsPerBoard": 25,
  "remoteOnly": false,
  "radiusMiles": 25,
  "sort": "relevance",
  "includeDescriptions": true,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}
```

# Actor output Schema

## `results` (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 = {
    "searchTerms": [
        "software engineer"
    ],
    "locations": [
        "New York, NY"
    ],
    "jobBoards": [
        "indeed",
        "glassdoor",
        "linkedin"
    ],
    "maxResultsPerBoard": 25,
    "proxyConfiguration": {
        "useApifyProxy": true,
        "apifyProxyGroups": [
            "RESIDENTIAL"
        ]
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("neuton/multi-job-board-search-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 = {
    "searchTerms": ["software engineer"],
    "locations": ["New York, NY"],
    "jobBoards": [
        "indeed",
        "glassdoor",
        "linkedin",
    ],
    "maxResultsPerBoard": 25,
    "proxyConfiguration": {
        "useApifyProxy": True,
        "apifyProxyGroups": ["RESIDENTIAL"],
    },
}

# Run the Actor and wait for it to finish
run = client.actor("neuton/multi-job-board-search-scraper").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 '{
  "searchTerms": [
    "software engineer"
  ],
  "locations": [
    "New York, NY"
  ],
  "jobBoards": [
    "indeed",
    "glassdoor",
    "linkedin"
  ],
  "maxResultsPerBoard": 25,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}' |
apify call neuton/multi-job-board-search-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,neuton/multi-job-board-search-scraper"
        }
    }
}
```

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/WMLeMiTHd3iiEKhf6/builds/Dh9CgNKe6iH04i64O/openapi.json