# LinkedIn Jobs Scraper (No Cookie) | $1.20/1K Jobs | Fast API (`kaitoeasyapi/linkedin-jobs-scraper-no-cookie`) Actor

LinkedIn Jobs Scraper without cookies or login ($1.20/1K): extract LinkedIn job postings by keyword and location with job ID, title, company, location, posted date & direct URL in real time.

- **URL**: https://apify.com/kaitoeasyapi/linkedin-jobs-scraper-no-cookie.md
- **Developed by:** [Kaito T](https://apify.com/kaitoeasyapi) (community)
- **Categories:** Jobs, Lead generation, Business
- **Features:** Limited permissions
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.20 / 1,000 linkedin job listing 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/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

## LinkedIn Jobs Scraper (No Cookie)

Extract real-time LinkedIn job postings by keyword and location **without LinkedIn cookies, login sessions, or proxies**.

### Features

- **No Cookie Required**: Zero risk to your personal LinkedIn account.
- **Cross-Page Deduplication**: Automatically deduplicates by `job_id` and strictly honors `maxItemsPerQuery`.
- **Multi-Provider Failover**: Powered by a 4-tier real-time API gateway for >99% uptime.

### 💰 Transparent Pay-Per-Result Pricing (Zero Proxy or Add-On Fees)

You only pay per delivered **LinkedIn Job Listing Result** — empty searches, deduplicated items, and failed lookups cost **$0.00**:

| Apify Plan Tier | Price per 1,000 Results | Proxy / Compute Add-Ons |
| :--- | :--- | :--- |
| **Free / Starter** | **$1.50 / 1K** | **$0 (Included)** |
| **Bronze** | **$1.40 / 1K** | **$0 (Included)** |
| **Silver** | **$1.30 / 1K** | **$0 (Included)** |
| **Gold / Platinum / Diamond** | **$1.20 / 1K** | **$0 (Included)** |

### 📥 Input Parameters

| Parameter | Type | Default | Description |
| :--- | :--- | :--- | :--- |
| `queries` | `array` | `["software engineer"]` | List of job titles, keywords, or skills to search on LinkedIn Jobs. |
| `location` | `string` | `United States` | Geographic location filter (e.g. United States, Remote, London, Worldwide). |
| `maxItemsPerQuery` | `integer` | `25` | Maximum number of deduplicated job listings to extract per query. |

#### Quick-Start JSON Input Example

```json
{
  "queries": [
    "software engineer"
  ],
  "location": "United States",
  "maxItemsPerQuery": 25
}
```

### ⚡ API, SDK & No-Code Workflow Integrations

- **Direct REST API & SDKs**: Run via `apify-client` in **Python** or **Node.js / TypeScript** and export clean **JSON, CSV, Excel, or Parquet** datasets.
- **No-Code Automation Ready**: Plug directly into **n8n**, **Make.com**, **Clay**, **Zapier**, Google Sheets, or **LangChain / LlamaIndex RAG** pipelines with zero residential proxy configuration and only **256 MB RAM** compute overhead.

***

### 🔗 Related Scrapers by KaitoEasyApi

| Actor | Price (Gold – Free) | Best For |
| :--- | :--- | :--- |
| [**LinkedIn Profile Scraper (No Cookie)**](https://apify.com/kaitoeasyapi/linkedin-profile-scraper-no-cookie) | **$2.50 – $3.00 / 1K** | Full work history, education, skills & headline without login |
| [**LinkedIn Company Employees Scraper (No Cookie)**](https://apify.com/kaitoeasyapi/linkedin-company-employees-scraper) | **$1.50 – $2.00 / 1K** | Decision-makers & org charts by company domain + title filter |
| [**LinkedIn People Search & Lead Finder (No Cookie)**](https://apify.com/kaitoeasyapi/linkedin-people-search-lead-finder) | **$2.00 – $2.50 / 1K** | Find B2B prospects by job title, keyword, or company domain |
| [**LinkedIn Company Profile Scraper (No Cookie)**](https://apify.com/kaitoeasyapi/linkedin-company-intelligence-scraper) | **$2.00 – $2.50 / 1K** | Headcount, HQ, industry, website, recent posts & open roles |
| [**LinkedIn Posts & Keyword Search Scraper**](https://apify.com/kaitoeasyapi/linkedin-posts-search-activity-scraper) | **$1.50 – $2.00 / 1K** | Public profile posts, company updates & keyword social listening |
| [**Tweet Scraper (X / Twitter)**](https://apify.com/kaitoeasyapi/twitter-x-data-tweet-scraper-pay-per-result-cheapest) | **$0.18 – $0.25 / 1K** | Trusted by 41,000+ developers · High-speed tweets & search |
| [**ATS Jobs Scraper API (Workday, Greenhouse, Lever)**](https://apify.com/kaitoeasyapi/ats-jobs-scraper-api) | **$0.25 – $0.35 / 1K** | 434 ATS boards with full descriptions, USD salaries & skills |
| [**Career Page Jobs Scraper (By Company Domain)**](https://apify.com/kaitoeasyapi/company-career-page-jobs-scraper) | **$0.25 – $0.35 / 1K** | All open roles for any domain with live ATS board refresh |
| [**B2B Hiring Signals & Tech Stack Intent Scraper**](https://apify.com/kaitoeasyapi/b2b-hiring-signals-job-feed-scraper) | **$0.25 – $0.35 / 1K** | Track new/closed roles & tech-stack intent for Clay & GTM |
| [**Company ATS Detector & Job Board Finder**](https://apify.com/kaitoeasyapi/company-ats-detector-source-catalog) | **$0.30 – $0.50 / 1K** | Resolve any company domain to its ATS platform & board token |

# Actor input Schema

## `queries` (type: `array`):

List of job titles, keywords, or skills to search on LinkedIn Jobs.

## `location` (type: `string`):

Geographic location filter (e.g. United States, Remote, London, Worldwide).

## `maxItemsPerQuery` (type: `integer`):

Maximum number of deduplicated job listings to extract per query.

## Actor input object example

```json
{
  "queries": [
    "software engineer"
  ],
  "location": "United States",
  "maxItemsPerQuery": 25
}
```

# Actor output Schema

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

Dataset containing extracted LinkedIn items.

# 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 = {
    "queries": [
        "software engineer"
    ],
    "location": "United States"
};

// Run the Actor and wait for it to finish
const run = await client.actor("kaitoeasyapi/linkedin-jobs-scraper-no-cookie").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 = {
    "queries": ["software engineer"],
    "location": "United States",
}

# Run the Actor and wait for it to finish
run = client.actor("kaitoeasyapi/linkedin-jobs-scraper-no-cookie").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 '{
  "queries": [
    "software engineer"
  ],
  "location": "United States"
}' |
apify call kaitoeasyapi/linkedin-jobs-scraper-no-cookie --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,kaitoeasyapi/linkedin-jobs-scraper-no-cookie"
        }
    }
}
```

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/s1SlLKnzuv1LuLKAO/builds/k3EQI3fMX9C1YXaBH/openapi.json