# Unified Job Search Radar (LinkedIn, Indeed, Naukri) (`excitable_pickle/unified-job-search-radar`) Actor

Scrape and standardize job postings across LinkedIn (No Cookies), Indeed, and Naukri into one unified dataset with salary, skills, and direct apply links.

- **URL**: https://apify.com/excitable\_pickle/unified-job-search-radar.md
- **Developed by:** [Pavan](https://apify.com/excitable_pickle) (community)
- **Categories:**
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: 5.00 out of 5 stars

## Pricing

from $5.00 / 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

<p align="center">
  <img src="https://cdn.jsdelivr.net/npm/simple-icons@v13/icons/linkedin.svg" width="90" height="90" alt="LinkedIn Logo" />
</p>

## 🌐 Unified Job Search Radar (LinkedIn, Indeed, Naukri)

> **Scrape and aggregate jobs across LinkedIn (No Cookies), Indeed, and Naukri into one unified, deduplicated dataset. Features automatic tech skill extraction, remote filtering, and direct apply links.**

[![Apify Actor](https://img.shields.io/badge/Apify-Actor-blue?logo=apify)](https://apify.com)
[![TypeScript](https://img.shields.io/badge/TypeScript-ES2022-blue?logo=typescript)](https://www.typescriptlang.org/)
[![License](https://img.shields.io/badge/License-Apache--2.0-green.svg)](LICENSE)

***

### 💰 Why This Actor Sells on Apify Store

Recruitment agencies, job aggregators, and B2B sales teams spend **hundreds of dollars a month** running multiple individual scrapers and manually merging messy CSVs.

This Actor solves their #1 pain point by **unifying the world's 3 biggest job portals** into a single clean data feed:

1. **LinkedIn**: Global corporate & tech roles (**100% Anonymous, No Cookies/Login Needed**).
2. **Indeed**: High-volume US, UK, EU, and Canada roles.
3. **Naukri**: India's #1 tech recruitment & GCC hiring hub.

#### 💵 Recommended Monetization Strategy

- **Pay-per-result (PPR)**: Charge **$0.003 to $0.005 per job** (~$4.00 per 1,000 jobs).
- **Monthly Rental**: Charge **$49 to $79 / month** for staffing agencies running daily scheduled sweeps.

***

### ✨ Supercharged Features

- 🍪 **100% No-Cookies LinkedIn Scraping**: Zero account risk. Uses LinkedIn's public guest search API to scrape listings anonymously without cookies or credentials.
- ⚡ **High-Speed Indeed Engine**: Uses direct XML/RSS streams and search fallbacks to bypass Cloudflare Turnstile blocks.
- 🇮🇳 **Naukri Integration**: Scrapes India's top tech portal with salary ranges in INR Lakhs and required experience.
- 🧹 **Automated Deduplication**: Automatically deduplicates matching job postings across platforms.
- 🏷️ **Skill & Tech Stack Parser**: Extracts required technologies (`React`, `Python`, `AWS`, `Docker`, `PostgreSQL`, etc.) into an array.
- 🏠 **Remote Job Filter**: 1-click toggle to isolate 100% remote positions.

***

### 📥 Input Configuration

| Parameter | Type | Default | Description |
| :--- | :--- | :--- | :--- |
| `query` | String | `"Software Engineer"` | Role, title, or keywords to search. |
| `location` | String | `"Remote"` | Target location (`Remote`, `United States`, `Bangalore`, `London`). |
| `sources` | Array | `["linkedin", "indeed", "naukri"]` | Platforms to scrape from. |
| `remoteOnly` | Boolean | `false` | Restrict results strictly to remote jobs. |
| `maxJobs` | Integer | `30` | Maximum total jobs to extract. |

***

### 📤 Sample Output

```json
{
  "id": "4458578224",
  "source": "LinkedIn",
  "title": "Software Engineer III - Fullstack Java",
  "company": "JPMorganChase",
  "location": "London, England, United Kingdom",
  "salary": "Not Disclosed",
  "experience": "Not Disclosed",
  "jobType": "Full-time",
  "remote": false,
  "skills": ["Java", "React", "TypeScript", "AWS"],
  "applyUrl": "https://uk.linkedin.com/jobs/view/software-engineer-iii-fullstack-java-at-jpmorganchase-4458578224",
  "postedAt": "2026-09-08",
  "descriptionSnippet": "Software Engineer III - Fullstack Java at JPMorganChase (London, England, United Kingdom)"
}
```

***

### 📄 License

Apache-2.0

# Actor input Schema

## `query` (type: `string`):

Job title, keywords, or role to search for (e.g. 'Software Engineer', 'React Developer', 'Product Manager', 'Data Scientist').

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

Location to search in (e.g. 'Remote', 'United States', 'Bangalore', 'London', 'California').

## `sources` (type: `array`):

Select which platforms to aggregate jobs from.

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

Only return jobs marked as remote or work-from-home.

## `maxJobs` (type: `integer`):

Maximum total number of jobs to scrape across all platforms.

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

Apify Proxy settings to ensure uninterrupted high-volume scraping.

## Actor input object example

```json
{
  "query": "Software Engineer",
  "location": "Remote",
  "sources": [
    "linkedin",
    "indeed",
    "naukri"
  ],
  "remoteOnly": false,
  "maxJobs": 30,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
```

# Actor output Schema

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

No description

## `summary` (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 = {
    "query": "Software Engineer",
    "location": "Remote"
};

// Run the Actor and wait for it to finish
const run = await client.actor("excitable_pickle/unified-job-search-radar").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 = {
    "query": "Software Engineer",
    "location": "Remote",
}

# Run the Actor and wait for it to finish
run = client.actor("excitable_pickle/unified-job-search-radar").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 '{
  "query": "Software Engineer",
  "location": "Remote"
}' |
apify call excitable_pickle/unified-job-search-radar --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,excitable_pickle/unified-job-search-radar"
        }
    }
}

```

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/2UPfMEjt6rJbJBosp/builds/EEEscWcjURrgtAFps/openapi.json