# Korean Job Postings Scraper - Saramin (All Industries) (`loopchips/korea-jobs-mass-scraper`) Actor

Scrape job postings across every Korean industry from Saramin: title, company, location, required experience, education, employment type, skill tags and deadline. For hiring intelligence, labor market research and recruiting.

- **URL**: https://apify.com/loopchips/korea-jobs-mass-scraper.md
- **Developed by:** [Loopchips](https://apify.com/loopchips) (community)
- **Categories:** Jobs, Lead generation, Automation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $2.50 / 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/platform/actors/running/actors-in-store#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

## Korean Job Postings Scraper - Saramin (All Industries)

**The whole Korean labor market, not just tech.** Saramin is Korea's largest general job board - manufacturing, logistics, healthcare, finance, retail, semiconductors, construction. This actor turns any keyword search into a structured hiring dataset.

***

### What you get per posting

| Field | Example |
|---|---|
| title | \[메이플스토리] AI 엔지니어 |
| company | (주)넥슨코리아 |
| location | 경기 성남시 분당구 |
| experience | 신입·경력 / 경력5년↑ |
| education | 석사↑ / 학력무관 |
| employmentType | 정규직 (permanent), 계약직 (contract), 인턴 |
| **skills** | AI(인공지능), 게임개발, 데이터엔지니어 |
| deadline | 08/15(토) |
| updatedAt | 26/08/03 |
| jobUrl | direct link to the posting |
| scrapedAt | snapshot timestamp |

Export as **JSON, CSV or Excel**, or pull from the API.

### What people use it for

**Labor market research** - Measure hiring volume by industry, region and seniority. Which sectors are expanding, which are freezing.

**Hiring intelligence** - Track a competitor by company name and see every role they open, where, and at what experience level.

**Recruiting and sourcing** - Build a live list of open roles filtered by keyword, refreshed on a schedule.

**Salary and skills trend analysis** - Skill tags are attached to each posting, so you can measure which technologies and certifications Korean employers are actually asking for over time.

**Market entry planning** - Before hiring in Korea, see the going requirements: education bands, experience bands, contract vs permanent mix, by region.

### How to use it

1. Enter **search keywords** - English or Korean both work: `AI`, `반도체` (semiconductor), `물류` (logistics), `marketing`, or a company name to track one employer
2. Set **max jobs per keyword** (up to 1,000)
3. Run it, or put it on an Apify Schedule to build a hiring time series

**Tip** - Korean keywords return the fullest coverage since most postings are written in Korean. Translate your term once and reuse it.

### How this differs from our Wanted scraper

| | Saramin (this actor) | Wanted |
|---|---|---|
| Coverage | **All industries**, mass market | Tech and startups |
| Depth | Structured summary per posting | Full job description text, company traits, referral rewards |
| Best for | Market-wide labor analysis | Deep tech hiring intelligence |

Many buyers run both: this one for breadth, the Wanted actor for depth.

### Pairs with

**Korean Tech Job Postings Scraper**, **Naver Map Scraper**, **Naver Place Detail & Menu Scraper**, **Korean Price Comparison Scraper** - the same Korea data toolkit.

### FAQ

**Do I need an account?** No. Public search results only, no login.

**Do I need Korean?** No. Field names are English; values come back as published, mostly Korean.

**Can I track one company?** Yes - put the company name in as a keyword.

**Is this legal?** The actor collects publicly visible job postings at a polite request rate. You are responsible for complying with applicable laws and the source site's terms in your use of the data.

### Support

Need an extra field or another Korean job board? Open an issue on the actor page - issues are answered within 3 business days.

# Actor input Schema

## `searchKeywords` (type: `array`):

Job keywords as typed on Saramin, Korea's largest general job board. Works with English and Korean: "AI", "반도체", "marketing", "물류", or a company name.

## `maxJobsPerKeyword` (type: `integer`):

How many postings to collect for each keyword.

## `requestDelayMs` (type: `integer`):

Politeness delay between page fetches.

## Actor input object example

```json
{
  "searchKeywords": [
    "AI"
  ],
  "maxJobsPerKeyword": 40,
  "requestDelayMs": 700
}
```

# 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 = {
    "searchKeywords": [
        "AI"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("loopchips/korea-jobs-mass-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 = { "searchKeywords": ["AI"] }

# Run the Actor and wait for it to finish
run = client.actor("loopchips/korea-jobs-mass-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 '{
  "searchKeywords": [
    "AI"
  ]
}' |
apify call loopchips/korea-jobs-mass-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,loopchips/korea-jobs-mass-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/IwxReUKoIp5370dXo/builds/8OM1vj9peRFWcQGV2/openapi.json