# Seek Job Scraper (`easyapi/seek-job-scraper`) Actor

Scrape job listings from Seek with advanced filtering capabilities. Extract detailed job information including salary, location, company details, and job descriptions. Perfect for job market analysis, recruitment research, and salary benchmarking.

- **URL**: https://apify.com/easyapi/seek-job-scraper.md
- **Developed by:** [EasyApi](https://apify.com/easyapi) (community)
- **Categories:** Jobs, Integrations
- **Stats:** 213 total users, 2 monthly users, 90.9% runs succeeded, 6 bookmarks
- **User rating**: No ratings yet

## Pricing

from $2.99 / 1,000 results

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
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.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use 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

## Seek Job Scraper 🌏

Extract detailed job listings from Seek platform. This powerful scraper helps you gather comprehensive job market data for analysis, research, or monitoring purposes.

### Features ✨

- 🎯 Scrape job listings from multiple job platforms
- 📊 Extract comprehensive job details including:
  - Job title and description
  - Salary information
  - Company details and branding
  - Location and work arrangements
  - Classification and categories
  - Posting date and listing ID
- ⚡ High-performance scraping with Puppeteer
- 🔄 Automatic pagination handling
- 🛡️ Built-in proxy support
- 🤖 Anti-blocking measures implemented

### Supported Countries & Websites 🌍

| Country | Website |
|---------|----------|
| Australia 🇦🇺 | https://www.seek.com.au |
| Hong Kong 🇭🇰 | https://hk.jobsdb.com |
| Indonesia 🇮🇩 | https://www.jobstreet.co.id |
| Malaysia 🇲🇾 | https://www.jobstreet.com.my |
| New Zealand 🇳🇿 | https://www.seek.co.nz |
| Philippines 🇵🇭 | https://www.jobstreet.com.ph |
| Singapore 🇸🇬 | https://www.jobstreet.com.sg |
| Thailand 🇹🇭 | https://th.jobsdb.com |

### Usage 💡

1. Input your search URL(s) from any supported platform
2. Set maximum items to scrape (optional)
3. Configure proxy settings if needed
4. Run and get structured JSON results

### Input Parameters 📝

- `searchUrls`: Array of search URLs from supported job platforms
- `maxItems`: Maximum number of items to scrape
- `proxyConfiguration`: Proxy settings for avoiding IP blocks

### Output Format 📋

The actor outputs detailed job listings in JSON format, including:
- Advertiser information
- Job details and requirements
- Salary and benefits
- Company information
- Location and work type
- Classification data
- Posting metadata

### Use Cases 🎯

- Market research and analysis
- Salary benchmarking
- Recruitment and talent acquisition
- Job market monitoring
- Competition analysis
- Career opportunity tracking
- Cross-country job market comparison
- Regional hiring trend analysis

### Limitations ⚠️

- Respects each platform's terms of service
- Rate limiting implemented
- Some job details may require authentication
- Output format may vary slightly between platforms

Need custom features or modifications? Contact us for support!


#### Input Example
  
A full explanation of an input example in JSON.  
````

{
"searchUrls": \[
"https://www.seek.com.au/ai-jobs"
],
"maxItems": 100
}

```
  
#### Output sample
  
The results will be wrapped into a dataset which you can always find in the **Storage** tab. Here's an excerpt from the data you'd get if you apply the input parameters above:  
  
And here is the same data but in JSON. You can choose in which format to download your data: JSON, JSONL, Excel spreadsheet, HTML table, CSV, or XML.  
  
```

\[
{
"advertiser": {
"id": "29977934",
"description": "TTP Recruitment Pty Ltd"
},
"bulletPoints": \[
"Exciting and lucrative industry domain - International horse racing",
"Challenging role in mathematics",
"If your ideas work, they are implemented"
],
"branding": {
"serpLogoUrl": "https://bx-branding-gateway.cloud.seek.com.au/7a4fd20c-29ae-18d7-5954-483ada2af735.1/serpLogo"
},
"classifications": \[
{
"classification": {
"id": "1223",
"description": "Science & Technology"
},
"subclassification": {
"id": "6222",
"description": "Mathematics, Statistics & Information Sciences"
}
}
],
"companyName": "TTP Recruitment",
"companyProfileStructuredDataId": 364450,
"displayStyle": {
"search": "A"
},
"displayType": "promoted",
"id": "80540374",
"isFeatured": true,
"listingDate": "2024-12-01T23:37:32Z",
"listingDateDisplay": "8h ago",
"locations": \[
{
"label": "Sydney NSW",
"countryCode": "AU",
"seoHierarchy": \[
{
"contextualName": "All Sydney NSW"
},
{
"contextualName": "New South Wales NSW"
}
]
}
],
"roleId": "data-scientist",
"salaryLabel": "$300,000 - $400,000 + 7 figure bonus potential",
"solMetadata": {
"searchRequestToken": "d1a5fce2-dbf2-41a5-b26f-827fdd439864",
"token": "0~d1a5fce2-dbf2-41a5-b26f-827fdd439864",
"jobId": "80540374",
"section": "MAIN",
"sectionRank": 23,
"jobAdType": "SPONSORED",
"tags": {
"mordor\_\_flights": "mordor\_570",
"mordor\_\_s": "0"
}
},
"teaser": "Implement your models into challenging Quant problems for wagering industry. On-going & long-term contract role. Huge earning potential.",
"title": "Data Scientist / Quant Mathematician – Horse Racing – WFH Globally",
"tracking": "ewogICJ0b2tlbiI6ICJhOTg3YzZjYy01NmMxLTQ3ZjctYjY2Yy0zYjZjOThlMDlmYzhfMSIKfQ==",
"workTypes": \[
"Contract/Temp"
],
"workArrangements": {
"data": \[
{
"id": "3",
"label": {
"text": "Remote"
}
}
],
"displayText": "Remote"
}
},
...
]

````

# Actor input Schema

## `searchUrls` (type: `array`):

List of search URLs from supported job platforms
## `maxItems` (type: `integer`):

Maximum number of items to scrape (leave empty for unlimited)
## `proxyConfiguration` (type: `object`):

Proxy settings for the scraper

## Actor input object example

```json
{
  "searchUrls": [
    "https://www.seek.com.au/jobs"
  ],
  "maxItems": 50,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
````

# 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 = {
    "searchUrls": [
        "https://www.seek.com.au/jobs"
    ],
    "maxItems": 50
};

// Run the Actor and wait for it to finish
const run = await client.actor("easyapi/seek-job-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 = {
    "searchUrls": ["https://www.seek.com.au/jobs"],
    "maxItems": 50,
}

# Run the Actor and wait for it to finish
run = client.actor("easyapi/seek-job-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 '{
  "searchUrls": [
    "https://www.seek.com.au/jobs"
  ],
  "maxItems": 50
}' |
apify call easyapi/seek-job-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Seek Job Scraper",
        "description": "Scrape job listings from Seek with advanced filtering capabilities. Extract detailed job information including salary, location, company details, and job descriptions. Perfect for job market analysis, recruitment research, and salary benchmarking.",
        "version": "0.0",
        "x-build-id": "b3GIPSxD1frKnSUCT"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/easyapi~seek-job-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-easyapi-seek-job-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/easyapi~seek-job-scraper/runs": {
            "post": {
                "operationId": "runs-sync-easyapi-seek-job-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/easyapi~seek-job-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-easyapi-seek-job-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "required": [
                    "searchUrls"
                ],
                "properties": {
                    "searchUrls": {
                        "title": "Search URLs",
                        "uniqueItems": true,
                        "type": "array",
                        "description": "List of search URLs from supported job platforms",
                        "default": [
                            "https://www.seek.com.au/jobs"
                        ],
                        "items": {
                            "type": "string"
                        }
                    },
                    "maxItems": {
                        "title": "Maximum Items",
                        "minimum": 50,
                        "type": "integer",
                        "description": "Maximum number of items to scrape (leave empty for unlimited)",
                        "default": 50
                    },
                    "proxyConfiguration": {
                        "title": "Proxy Configuration",
                        "type": "object",
                        "description": "Proxy settings for the scraper",
                        "default": {
                            "useApifyProxy": false
                        }
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```