# LinkedIn Jobs Email Scraper (`blueskyscraper/linkedin-jobs-email-scraper`) Actor

Scrape LinkedIn jobs with hiring contacts, no login: e-mails and phones written in the job post, the recruiter or hiring manager who posted it, and the hiring company's website e-mails, phones and social links. Find companies that are hiring right now and reach them directly.

- **URL**: https://apify.com/blueskyscraper/linkedin-jobs-email-scraper.md
- **Developed by:** [BlueskyScraper](https://apify.com/blueskyscraper) (community)
- **Categories:** Lead generation, Jobs, Agents
- **Stats:** 6 total users, 5 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: 5.00 out of 5 stars

## Pricing

from $0.70 / 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

**LinkedIn Jobs Email Scraper** finds **companies that are hiring right now on LinkedIn and how to reach them** — **no login, no cookies, no API key**. Search jobs by keyword and location and every row comes with **e-mails and phone numbers written in the job post**, **the hiring company's website, e-mails, phones and social links**, and **the recruiter or hiring manager who posted the job** when LinkedIn shows them — plus the full job: title, company, location, date, seniority, applicants, salary, description. **Jobs $1.6 per 1,000 on the free plan; company contacts $0.008 per company, charged only when found.**

### What is LinkedIn Jobs Email Scraper?

A **B2B lead generator built on job posts**. A company that posts a job has a need and a budget right now — the best moment for a staffing agency, a recruiter, an outsourcing firm or a software vendor to get in touch. LinkedIn shows the job but hides the contacts; this Actor puts them in the same row:

1. **Contacts in the job post** — recruiters often write an e-mail or phone into the description. Found on about 1 job in 8 in our test.
2. **Company website contacts** — the Actor opens the hiring company's LinkedIn page, takes its website and reads the home and contact pages: **e-mails, phones and social profiles**. Found for **44 of 53 hiring companies (83%)** in our 60-job test.
3. **Job poster** — name, headline and LinkedIn profile of the person who posted the job, when LinkedIn shows it (4% of a mixed sample, about a third of recruiting jobs).

### What data do you get?

| Field | Example |
|---|---|
| `title`, `company`, `location` | Marketing Manager · Capital One · Chicago, IL |
| `emails`, `phones` | from the job post: `careers@capitalone.com`, `+18003049102` |
| `companyWebsite` | http://www.capitalone.com/ |
| `companyEmails`, `companyPhones` | from the company website, best first |
| `companySocials` | `{ "x": "https://x.com/CapitalOne", "linkedin": … }` |
| `posterName`, `posterTitle`, `posterProfileUrl` | the job poster, when shown |
| `postedAt`, `seniority`, `employmentType`, `industries`, `applicants`, `salaryText` | the job itself |
| `description`, `url`, `companyUrl`, `companyId`, `jobId` | full text and links |
| `companyDomain`, `companyIndustry`, `companySize` (+ `companySizeMin`/`Max`), `companyEmployeesOnLinkedIn`, `companyFollowers`, `companyHeadquarters`, `companyCity`, `companyCountry`, `companyFounded`, `companyType`, `companySpecialties`, `companyDescription`, `companyTagline` | **free company details** from the company's LinkedIn page, read once per run (example below) |

### 💰 How much does it cost?

| Event | Free plan | Paid plans (Bronze → Gold and up) |
|---|---|---|
| **Job** | $0.0016 ($1.6 per 1,000) | $0.0008 → $0.0007 |
| **Add-on: Contacts in the job post** — only jobs where an e-mail or phone was found | $0.003 | $0.0027 → $0.0021 |
| **Add-on: Company website contacts** — once per company, only when an e-mail or phone was found | $0.008 | $0.0072 → $0.0056 |

You never pay for a contact that was not found. Turn **Company website contacts** off to pay only for jobs and post contacts. Error rows are free; **Maximum jobs per run** and **Companies to look up per run** cap the bill.

### How to get emails of companies hiring on LinkedIn

1. Click **Try for free** and sign in to Apify.
2. Type the roles you can fill or sell to into **Job titles or keywords**, and places into **Locations**.
3. Optional: **Skip companies** (other agencies), **Posted within** a week, **Companies** to watch.
4. Click **Start**. Use the **Jobs with contacts** table view, or export to Excel / your CRM.

The default example (15 marketing-manager jobs in Chicago with company lookups) finishes in under a minute.

### ⬇️ Input

```json
{
    "keywords": ["marketing manager", "account executive"],
    "locations": ["Chicago, IL"],
    "datePosted": "week",
    "excludeCompanies": ["Jobot", "Robert Half", "Insight Global"],
    "enrichCompanyContacts": true,
    "maxJobsPerQuery": 100
}
```

### ⬆️ Output

```json
{
    "type": "job",
    "title": "Marketing Manager - Discover Card Products (Hybrid)",
    "company": "Capital One",
    "location": "Chicago, IL",
    "postedAt": "2026-09-18T00:00:00.000Z",
    "workplaceType": "hybrid",
    "applicants": 63,
    "emails": ["recruitingaccommodation@capitalone.com", "careers@capitalone.com"],
    "phones": ["+18003049102"],
    "companyWebsite": "http://www.capitalone.com/",
    "companyEmails": [],
    "companyPhones": ["+18773834802", "+18002274825"],
    "companySocials": { "x": "https://x.com/CapitalOne" },
    "posterName": null,
    "url": "https://www.linkedin.com/jobs/view/…-4469219680",
    "companyUrl": "https://www.linkedin.com/company/capital-one",
    "companyId": "3735584"
}
```

Every job row also carries the hiring company's details — free, on by default (**Company details**), null when LinkedIn did not open the company page. For a Venmo job:

```json
{
    "companyWebsite": "http://www.venmo.com",
    "companyDomain": "venmo.com",
    "companyIndustry": "Financial Services",
    "companySize": "201-500 employees",
    "companySizeMin": 201,
    "companySizeMax": 500,
    "companyEmployeesOnLinkedIn": 715,
    "companyFollowers": 69458,
    "companyHeadquarters": "New York, NY",
    "companyCity": "New York",
    "companyCountry": "US",
    "companyFounded": null,
    "companyType": "Public Company",
    "companySpecialties": [
        "Mobile Payments",
        "Social Payments",
        "P2P Payments"
    ],
    "companyTagline": null,
    "companyDescription": "At Venmo, we’re working to build a payment experience that's …"
}
```

### Use cases

#### Staffing and recruiting agencies

Find companies hiring for the roles you place, with a contact to pitch candidates to.

#### B2B sales and outsourcing

Hiring for "SDR" means they need sales tools; hiring "bookkeeper" means they may outsource accounting. Job posts are intent data.

#### Market mapping

Who hires what, where — with each company's website and contacts for follow-up.

### Integrations and API

Run it from your own code with the Apify client — the dataset comes back as a list of jobs:

```python
from apify_client import ApifyClient

client = ApifyClient("<YOUR_APIFY_TOKEN>")
run = client.actor("blueskyscraper/linkedin-jobs-email-scraper").call(run_input=INPUT)
for job in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(job["title"], job.get("company"), job.get("url"))
```

```javascript
import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: '<YOUR_APIFY_TOKEN>' });
const run = await client.actor('blueskyscraper/linkedin-jobs-email-scraper').call(INPUT);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
```

- **No code:** schedule the Actor in Apify Console and send new jobs to Google Sheets, Slack, Airtable or e-mail.
- **n8n, Make, Zapier:** use the Apify app — "Run Actor" and "Get dataset items".
- **AI agents:** call it through the [Apify MCP server](https://mcp.apify.com) — `blueskyscraper/linkedin-jobs-email-scraper`.
- **Webhooks:** get a call to your endpoint when a run finishes.

### ❓ FAQ

#### Is it legal to scrape LinkedIn jobs?

LinkedIn Jobs Email Scraper reads only what LinkedIn shows any logged-out visitor on its public job pages: job posts, company names and the public name of the person who posted a job. It does not log in, does not use cookies and cannot see anything behind a login. Job posts are published to be read by as many people as possible, but names, e-mails and phone numbers are personal data under laws like the GDPR and CCPA — have a lawful reason to process them, and check LinkedIn's terms and your local law with a lawyer if in doubt.

#### Do I need a LinkedIn account, cookies or a proxy?

No. There is nothing to log in to and nothing to configure. The Actor chooses its own routes to LinkedIn; if LinkedIn turns a request away, it retries on another address by itself.

#### Can I use LinkedIn Jobs Email Scraper with the Apify API?

Yes. Every run can be started through the [Apify API](https://docs.apify.com/api/v2) with a JSON input and returns a dataset you read as JSON, CSV, Excel or XML. See the code examples above.

#### Can I use it through an MCP server or an AI agent?

Yes. The Actor is available through the [Apify MCP server](https://mcp.apify.com) to Claude, ChatGPT, Cursor and other MCP clients, and AI agents can call it and pay per event with Apify's agentic payments. The input is plain JSON, every field has a description, and the output is flat, so an agent can call it without reading this page.

#### Can I integrate it with other apps?

Yes: Google Sheets, Make, n8n, Zapier, Slack, Airtable, webhooks and anything else through [Apify integrations](https://apify.com/integrations).

#### Why are some fields empty?

LinkedIn shows each field only when the employer filled it in. In our tests salary was published on about 15% of US jobs, and the job poster on 4% of a mixed sample (more often on recruiting and staffing jobs). The apply link of external jobs is no longer shown to logged-out visitors, so the Actor tells you the apply type (Easy Apply or external) instead.

#### How many jobs can I get?

LinkedIn lists about 1,000 jobs per search. For more, split the search: several locations, several keywords, or a date filter and a daily schedule. Repeated jobs across your searches are delivered once.

#### Do I pay for errors or empty results?

No. Error rows — a closed job, a company that does not exist, a search with no results — are free, and so is a job whose page LinkedIn did not show this time (`partial: true`).

#### Are the e-mails verified?

They are the addresses the company published on its own website or in its job post — real and current, but not mailbox-verified. Generic ones (`careers@`, `info@`) are common; personal ones appear when a recruiter wrote theirs into the post.

#### Is it OK to e-mail these contacts?

B2B outreach to published company contacts is legal in many countries but regulated (CAN-SPAM, GDPR, PECR…). Send relevant messages, identify yourself and honour opt-outs.

### Your feedback

Tell us which contacts you would like next on the **Issues** tab.

### You might also like

| Actor | What it does |
|---|---|
| [LinkedIn Job Postings Scraper](https://apify.com/blueskyscraper/linkedin-job-postings-scraper) | Job search by keyword and location with every LinkedIn filter, plus optional contacts |
| [LinkedIn Job Details Scraper](https://apify.com/blueskyscraper/linkedin-job-details-scraper) | Job URLs or IDs → full job postings |
| [LinkedIn Company Jobs Scraper](https://apify.com/blueskyscraper/linkedin-company-jobs-scraper) | Every open job of the companies you name |
| [LinkedIn Remote Jobs Scraper](https://apify.com/blueskyscraper/linkedin-remote-jobs-scraper) | Remote and work-from-home jobs only, by keyword and country |

# Actor input Schema

## `keywords` (type: `array`):

What you would type into LinkedIn's job search: <code>data analyst</code>, <code>python developer</code>, <code>nurse</code>. Each keyword is searched in each location.

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

City, region or country as LinkedIn spells it: <code>New York, NY</code>, <code>London, England, United Kingdom</code>, <code>Germany</code>, <code>Worldwide</code>. Empty = LinkedIn's default (worldwide).

## `companies` (type: `array`):

Optional: jobs of these companies only — LinkedIn company URL, numeric ID or name.

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

Paste a LinkedIn job search link with your filters already set (<code>https://www.linkedin.com/jobs/search/?keywords=designer\&location=Berlin\&f_TPR=r604800</code>). Job links and company links pasted here work too.

## `maxJobsPerQuery` (type: `integer`):

Cap for each keyword × location pair, each company and each search URL — not for the whole run. LinkedIn shows at most about 1,000 jobs per search; split big searches by location or date to get more.

## `datePosted` (type: `string`):

LinkedIn's own date filter.

## `workplaceTypes` (type: `array`):

On-site, remote, hybrid — any combination. Empty = all.

## `jobTypes` (type: `array`):

Empty = all job types.

## `experience` (type: `array`):

Empty = all levels.

## `radius` (type: `integer`):

LinkedIn's distance filter around a city: <code>5</code>, <code>10</code>, <code>25</code>, <code>50</code> or <code>100</code>. Empty = LinkedIn's default.

## `easyApplyOnly` (type: `boolean`):

Only jobs you apply to on LinkedIn itself.

## `under10ApplicantsOnly` (type: `boolean`):

LinkedIn's "Under 10 applicants" filter: fresh jobs few people applied to.

## `excludeCompanies` (type: `array`):

Leave out jobs whose company name contains any of these words — e.g. staffing agencies: <code>Jobot</code>, <code>Robert Half</code>. Skipped jobs are free.

## `enrichCompanyContacts` (type: `boolean`):

Open each hiring company's LinkedIn page, take its website and read the home and contact pages: e-mails, phones and social links. Charged once per company, only when an e-mail or phone was found.

## `maxCompaniesToEnrich` (type: `integer`):

Ceiling for the company website lookup — each company is looked up once per run.

## `includeCompanyDetails` (type: `boolean`):

Read each hiring company's LinkedIn page once per run and add its website and domain, industry, size, employees on LinkedIn, followers, headquarters, founded year, type, specialties, description and tagline to every job row. Free — no extra charge.

## `includeDescriptionHtml` (type: `boolean`):

Add <code>descriptionHtml</code> with LinkedIn's formatting (lists, bold).

## `onlyNewJobsStoreName` (type: `string`):

Give the search a name (e.g. <code>nyc-data-jobs</code>) and every later run with the same name returns <b>only jobs it has not delivered before</b>. Schedule it daily for a job alert. Empty = normal run.

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

Stop after this many jobs in the whole run — a hard ceiling on cost.

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

Leave as is: the Actor picks its own routes to LinkedIn. With your own proxy URLs, only those are used.

## Actor input object example

```json
{
  "keywords": [
    "marketing manager"
  ],
  "locations": [
    "Chicago, IL"
  ],
  "maxJobsPerQuery": 15,
  "datePosted": "any",
  "easyApplyOnly": false,
  "under10ApplicantsOnly": false,
  "enrichCompanyContacts": true,
  "maxCompaniesToEnrich": 100,
  "includeCompanyDetails": true,
  "includeDescriptionHtml": false,
  "maxItems": 20000,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}
```

# Actor output Schema

## `rows` (type: `string`):

One row per LinkedIn job; free error rows explain inputs that gave no jobs.

# 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 = {
    "keywords": [
        "marketing manager"
    ],
    "locations": [
        "Chicago, IL"
    ],
    "maxJobsPerQuery": 15,
    "includeCompanyDetails": true
};

// Run the Actor and wait for it to finish
const run = await client.actor("blueskyscraper/linkedin-jobs-email-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 = {
    "keywords": ["marketing manager"],
    "locations": ["Chicago, IL"],
    "maxJobsPerQuery": 15,
    "includeCompanyDetails": True,
}

# Run the Actor and wait for it to finish
run = client.actor("blueskyscraper/linkedin-jobs-email-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 '{
  "keywords": [
    "marketing manager"
  ],
  "locations": [
    "Chicago, IL"
  ],
  "maxJobsPerQuery": 15,
  "includeCompanyDetails": true
}' |
apify call blueskyscraper/linkedin-jobs-email-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,blueskyscraper/linkedin-jobs-email-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/9ltIGznqD9obr9z2E/builds/i611SKnVeACh0ZWny/openapi.json