# JobThai.com Job Scraper (`unfenced-group/jobthai-scraper`) Actor

Scrape job listings from jobthai.com - Thailand's leading job board. GraphQL API, no proxy, no Playwright. PAY\_PER\_EVENT.

- **URL**: https://apify.com/unfenced-group/jobthai-scraper.md
- **Developed by:** [Unfenced Group](https://apify.com/unfenced-group) (community)
- **Categories:** Jobs, Automation, Developer tools
- **Stats:** 1 total users, 0 monthly users, 100.0% runs succeeded, 1 bookmarks
- **User rating**: No ratings yet

## Pricing

from $0.97 / 1,000 result scrapeds

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/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

## JobThai.com Job Scraper

![JobThai.com Job Scraper](https://api.apify.com/v2/key-value-stores/lJlifu6C8YQfZMPKE/records/jobthai-scraper)

Extract job listings from jobthai.com at scale, in a clean, consistent structure ready for analysis, job boards, recruiting tools and market research. No API key required.

***

### Why this scraper?

#### 🎯 Built for Thailand

A dedicated Thai scraper, not a global tool with a country dropdown. Search, locations and currency (THB) are tuned for jobthai.com.

#### 📄 Complete job data

Full job title and description, direct listing URL and publish date for every record.

#### 💶 Salary data

Salary information parsed from the listing where the employer publishes it, in THB. Missing salaries are returned as `null`, never guessed.

#### 🏢 Company details

Hiring company name plus the profile details the source publishes, such as logo and company page.

#### 📍 Precise location

City, region and country plus latitude/longitude for mapping and radius analysis.

***

### Input parameters

| Parameter | Type | Default | Description |
|---|---|---|---|
| `searchQuery` | string | (empty) | Job title, skill, or free-text keyword (e.g. 'python developer', 'accountant'). |
| `province` | string | (empty) | '01'=Bangkok, '09'=Chon Buri, '10'=Chiang Mai, '99'=Overseas. Leave blank for all. |
| `jobtype` | string | (empty) | Category ID: 4=Accounting, 10=IT, 7=Engineering, 2=Sales, 16=HR, 31=Overseas. Blank=all. |
| `region` | string | (empty) | '1'=North, '2'=Northeast, '3'=Central, '4'=East, '5'=West, '6'=South/Bangkok Area. |
| `salarymin` | integer | `0` | Minimum monthly salary in THB. |
| `salarymax` | integer | `0` | Maximum monthly salary in THB. |
| `hybridwork` | boolean | `false` | Only show jobs that offer hybrid work arrangements. |
| `wfh` | boolean | `false` | Only show fully remote / work-from-home jobs. |
| `onlineInterview` | boolean | `false` | Only show jobs offering online interviews. |
| `startPage` | integer | `1` | Page number to start from (1-indexed, 20 jobs per page). |
| `maxPages` | integer | `0` | Maximum pages to scrape. 0 = unlimited. |
| `maxResults` | integer | `100` | Maximum number of job listings to return. Increase or set to 0 for unlimited (will scrape all 47,000+ jobs - use with maxPages too). |
| `scrapeDetail` | boolean | `false` | Fetch the detail page for each job: adds description, benefit, GPS coords, contact details, numberOfPositions, employmentType, and more. |
| `language` | string | `"en"` | 'en' = English field labels. 'th' = Thai field labels. |
| `fetchDetails` | boolean | `false` | Fetch full job details from individual listing pages. |

***

### Output schema

Every field below is present on every record. Fields the source does not publish for a given job are returned as `null` rather than omitted.

| Field | Type | Description |
|---|---|---|
| `jobId` | string | Numeric job ID |
| `companyId` | string | Employer company ID |
| `title` | string | Job title |
| `company` | string | Hiring company |
| `province` | string | Province code (see table). Blank = all |
| `provinceId` | string | Province code (e.g. `"01"` = Bangkok) |
| `district` | string | District name |
| `districtId` | string | District code |
| `region` | string | Region: `1`=N `2`=NE `3`=Central `4`=E `5`=W `6`=S/Bangkok |
| `regionId` | string | Region ID (`"6"` = Bangkok Area) |
| `country` | string | Country name — **only populated for overseas jobs** (`province="99"`). `null` for all domestic Thai listings |
| `jobType` | string | Job type |
| `jobTypeId` | number | Job category ID |
| `industry` | string | Industrial estate / area name |
| `industryId` | string | Industry ID |
| `salary` | string | Salary range or description |
| `isUrgent` | boolean | `true` if marked as urgent hiring |
| `isTopCompany` | boolean | `true` if featured company |
| `workLocation` | string | Free-text work location detail |
| `transitStations` | array | Nearby BTS/MRT/BRT stations with distance (metres) and type |
| `tags` | array | Labels: `"Hybrid Work"`, `"Online Interview"`, `"Hybrid Working"` |
| `datePosted` | string | ISO date (YYYY-MM-DD) |
| `updatedAt` | string | Full ISO timestamp |
| `jobUrl` | string | Canonical link: `https://www.jobthai.com/jobsearch/job/{id}` |
| `scrapedAt` | string | ISO timestamp of extraction |
| `companyWebsite` | string | Employer website |
| `businessType` | string | Company business category |
| `companyBenefit` | string | Benefit text from company profile |
| `description` | string | Full job description / responsibilities |
| `descriptionMarkdown` | string | Description in Markdown/plain text. |
| `benefit` | string | Welfare and benefits (company-level) |
| `applyMethod` | string | How to apply |
| `numberOfPositions` | string | Number of open positions |
| `employmentType` | string | `FULL_TIME` / `PART_TIME` / `CONTRACT` |
| `englishApply` | boolean | Whether English CV is accepted |
| `subJobType` | string | Sub-category of job type |
| `industryArea` | string | Industry area. |
| `subdistrict` | string | Sub-district (tambon) |
| `address` | string | Full work address |
| `latitude` | number | GPS latitude — `null` if employer did not set location |
| `longitude` | number | GPS longitude — `null` if employer did not set location |
| `contactName` | string | HR contact name |
| `contactTel` | string | HR phone number |
| `contactFax` | string | HR fax number |
| `contactEmails` | array | HR email addresses (trustmail masked) |
| `contactLineId` | string | HR Line ID |
| `applyExternalLink` | string | External application URL (if any) |

#### Example record

```json
{
  "jobId": "1881848",
  "companyId": "144124",
  "title": "เจ้าหน้าที่บุคคล",
  "company": "บริษัท เซมมิ เทรดดิ้ง จำกัด",
  "province": "Bangkok",
  "provinceId": "01",
  "district": "Rat Burana",
  "districtId": "0137",
  "region": "Bangkok Area",
  "regionId": "6",
  "country": null,
  "jobType": "Human Resources",
  "jobTypeId": 16,
  "industry": null,
  "industryId": null,
  "salary": "Based on company’s structure",
  "isUrgent": false,
  "isTopCompany": false,
  "workLocation": "",
  "transitStations": [],
  "tags": [],
  "datePosted": "2026-07-02",
  "updatedAt": "2026-07-02T16:02:10.000Z",
  "jobUrl": "https://www.jobthai.com/jobsearch/job/1881848",
  "scrapedAt": "2026-07-02T16:10:09.017Z",
  "companyWebsite": "http://www.cemmitrading.co.th",
  "businessType": "Metal",
  "companyBenefit": " - ค่าโทรศัพท์ (เฉพาะ ตำแหน่ง)\r\n- เบี้ยขยัน (400 บาท พนักงานรายผลิต)\r\n- โบนัสประจำปี (ตามผลประกอบการ)\r\n- เสื้อฟอร์มบริษัท\r\n- OT + ค่าข้าว\r\n- วันหยุดประจำปีอย่างน้อย 14 วัน\r\n- วันหยุดพักร้อน \r\n- เงินทุ …",
  "description": "•  สรรหาและคัดเลือกบุคลากรให้เหมาะสมกับองค์กร\r\n• จัดทำสัญญาจ้างตามกฎหมายแรงงาน\r\n• ดูแลและจัดทำระบบเงินเดือน\r\n• จัดทำเอกสารและดูแลข้อมูลพนักงาน\r\n• พัฒนาทักษะบุคลากรในองค์กร\r\n• จัดทำการประเมินผลการทำงาน …",
  "descriptionMarkdown": "•  สรรหาและคัดเลือกบุคลากรให้เหมาะสมกับองค์กร\r\n• จัดทำสัญญาจ้างตามกฎหมายแรงงาน\r\n• ดูแลและจัดทำระบบเงินเดือน\r\n• จัดทำเอกสารและดูแลข้อมูลพนักงาน\r\n• พัฒนาทักษะบุคลากรในองค์กร\r\n• จัดทำการประเมินผลการทำงาน …",
  "benefit": " - ค่าโทรศัพท์ (เฉพาะ ตำแหน่ง)\r\n- เบี้ยขยัน (400 บาท พนักงานรายผลิต)\r\n- โบนัสประจำปี (ตามผลประกอบการ)\r\n- เสื้อฟอร์มบริษัท\r\n- OT + ค่าข้าว\r\n- วันหยุดประจำปีอย่างน้อย 14 วัน\r\n- วันหยุดพักร้อน \r\n- เงินทุ …",
  "applyMethod": "- สมัครงานผ่านทาง JobThai (Click Apply Now)\r\n- สมัครผ่านทาง E-mail\r\n- สมัครได้ด้วยตนเอง ในวันและเวลาทำการ \r\n- สอบถามเพิ่มเติมได้ตามเบอร์โทรศัพท์ด้านล่าง",
  "numberOfPositions": "2",
  "employmentType": "FULL_TIME",
  "englishApply": false,
  "subJobType": "Human Resources",
  "industryArea": null,
  "subdistrict": "Bang Pa Kok",
  "address": "",
  "latitude": 13.678325,
  "longitude": 100.497889,
  "contactName": "ฝ่ายบุคคล",
  "contactTel": "02-428-6183-4 ต่อ 212 ",
  "contactFax": "02-427-3418",
  "contactEmails": [
    "cemmitrading_hr_54@trustmail.jobthai.com"
  ],
  "contactLineId": "0842074615",
  "applyExternalLink": null
}
```

***

### Examples

**Search for วิศวกร roles in กรุงเทพมหานคร:**

```json
{
  "searchQuery": "วิศวกร",
  "region": "กรุงเทพมหานคร",
  "maxResults": 100
}
```

**Broad nationwide crawl:**

```json
{
  "searchQuery": "วิศวกร",
  "maxResults": 1000
}
```

**Larger run with a hard cap:**

```json
{
  "searchQuery": "วิศวกร",
  "region": "กรุงเทพมหานคร",
  "maxResults": 500
}
```

**Daily feed (run on a schedule):**

```json
{
  "searchQuery": "วิศวกร",
  "maxResults": 500
}
```

Schedule this input in the Apify Scheduler (for example daily at 07:00) to keep an always-fresh feed of the newest listings.

***

### 💰 Pricing

**$0.99 per 1,000 results** — you only pay for successfully retrieved listings. Failed retries are never charged.

| Results | Cost |
|---|---|
| 100 | ~$0.10 |
| 1,000 | ~$0.99 |
| 10,000 | ~$9.9 |
| 100,000 | ~$99 |

> Flat-rate alternatives typically charge $29–$49/month regardless of usage.

Subscription tiers lower the rate further, down to $0.95 per 1,000 at the highest tier. Use the **Max results** cap in the input to control your spend exactly.

***

### Performance

| Run size | Typical time |
|---|---|
| 100 results | under 1 minute |
| 1,000 results | 2–4 minutes |
| 10,000 results | 20–35 minutes |

***

### Known limitations

- Salary is only returned when the employer publishes it — many listings carry `null` salary fields.
- Company details vary per listing; the scraper returns what the source publishes and never invents data.
- Very large result sets are bounded by the source's own paging limits.
- Listings can be removed by the source at any time, so a small share of URLs may expire shortly after scraping.

***

### Technical details

- **Source:** jobthai.com — Thailand job listings
- **Coverage:** everything the public search exposes, filterable via the input parameters above
- **Retry:** automatic retry on network errors with exponential backoff

***

### Need a custom scraper?

**[Unfenced Group](https://www.unfencedgroup.nl)** builds Apify actors for any website — for free.

If the site you need isn't in our portfolio yet, just ask. We scope, build, and publish it at no cost to you. You only pay for results — we absorb the compute and proxy costs ourselves. Same pay-per-result pricing, same quality, same standards as every actor in this portfolio.

**Get in touch:** [www.unfencedgroup.nl](https://www.unfencedgroup.nl)

# Actor input Schema

## `searchQuery` (type: `string`):

Job title, skill, or free-text keyword (e.g. 'python developer', 'accountant').

## `province` (type: `string`):

'01'=Bangkok, '09'=Chon Buri, '10'=Chiang Mai, '99'=Overseas. Leave blank for all.

## `jobtype` (type: `string`):

Category ID: 4=Accounting, 10=IT, 7=Engineering, 2=Sales, 16=HR, 31=Overseas. Blank=all.

## `region` (type: `string`):

'1'=North, '2'=Northeast, '3'=Central, '4'=East, '5'=West, '6'=South/Bangkok Area.

## `salarymin` (type: `integer`):

Minimum monthly salary in THB.

## `salarymax` (type: `integer`):

Maximum monthly salary in THB.

## `hybridwork` (type: `boolean`):

Only show jobs that offer hybrid work arrangements.

## `wfh` (type: `boolean`):

Only show fully remote / work-from-home jobs.

## `onlineInterview` (type: `boolean`):

Only show jobs offering online interviews.

## `startPage` (type: `integer`):

Page number to start from (1-indexed, 20 jobs per page).

## `maxPages` (type: `integer`):

Maximum pages to scrape. 0 = unlimited.

## `maxResults` (type: `integer`):

Maximum number of job listings to return. Increase or set to 0 for unlimited (will scrape all 47,000+ jobs - use with maxPages too).

## `scrapeDetail` (type: `boolean`):

Fetch the detail page for each job: adds description, benefit, GPS coords, contact details, numberOfPositions, employmentType, and more.

## `language` (type: `string`):

'en' = English field labels. 'th' = Thai field labels.

## `fetchDetails` (type: `boolean`):

Fetch full job details from individual listing pages.

## Actor input object example

```json
{
  "searchQuery": "",
  "province": "",
  "jobtype": "",
  "region": "",
  "salarymin": 0,
  "salarymax": 0,
  "hybridwork": false,
  "wfh": false,
  "onlineInterview": false,
  "startPage": 1,
  "maxPages": 0,
  "maxResults": 100,
  "scrapeDetail": false,
  "language": "en",
  "fetchDetails": false
}
```

# 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 = {};

// Run the Actor and wait for it to finish
const run = await client.actor("unfenced-group/jobthai-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 = {}

# Run the Actor and wait for it to finish
run = client.actor("unfenced-group/jobthai-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{}' |
apify call unfenced-group/jobthai-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=unfenced-group/jobthai-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/OEDPXHiMg7d5Lf0kS/builds/aRA9WNOXehzTolCJd/openapi.json