# Fastjobs Job Scraper (`saswave/fastjobs-job-scraper`) Actor

$0.9 / 1000 results. Lightweight web scraper built for FastJobs Singapore (fastjobs.sg). Extract real-time entry-level, non-executive, part-time, and full-time job openings directly

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

## Pricing

from $0.90 / 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.
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?

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

### Fastjobs Job Scraper

Lightweight web scraper built for FastJobs Singapore (fastjobs.sg)

Extract real-time entry-level, non-executive, part-time, and full-time job openings directly

### 🔹 Features

Entry-Level & Non-Executive Coverage: Extract listings optimized for operational, customer service, sales, retail, and hospitality roles.

Transparent Compensation Metrics: Capture stated pay ranges in SGD (S$ 2800 - 4000), pay frequencies, and hourly/monthly wage details.

Work Arrangement Data: Extract contract classifications (Full Time, Part Time, Contract) and weekly work commitments (5.5 Day Week, 5 Day Week).

Micro-Location Extraction: Pinpoint job locations near MRT stations, commercial districts, and planning areas (e.g., Raffles Place MRT, Downtown Core).

Employer & Listing Tags: Capture company names, brand logos, and promotional tags (e.g., Featured, Immediate).

### 🔹 Use Cases

Singapore Blue-Collar & Non-Executive Market Analytics: Benchmark non-executive wages, working day schedules, and hiring demands across Singapore commercial centers.

Recruitment Agency Intelligence: Identify companies actively hiring for high-turnover front-line, event, and retail positions.

Niche Job Portal Syncing: Aggregate localized entry-level and part-time jobs into specialized job search applications and alert feeds.

Hourly & Monthly Pay Benchmarking: Evaluate salary structures for traineeships, entry-level positions, and flexible work roles.

### OUTPUT

From Search Url

```json
{
  "id": "2589926",
  "url": "https://www.fastjobs.sg/singapore-job-ad/2589926/sales-management-trainee-travel-perks/altius-org/?source=search",
  "company_logo": "https://logo.fastjobs.sg/companylogo/83/58/24/00/245883_logo.png?1=1&t=20260824010027",
  "name": "Sales Management Trainee (TRAVEL PERKS & 1 to 1 MENTORSHIP PROVIDED)  | IMMEDIATE START",
  "tags": [
    "Featured"
  ],
  "description": "“Change begins at the end of your comfort zone.”  Are you highly motivated, a strong problem solver, and great at managing priorities in a fast-paced environment? If that sound...",
  "location": "Raffles Place MRT, Downtown Core",
  "contract": "Full Time",
  "days_per_week": "5.5 Day Week",
  "salary": "S$ 2800 - 4000",
  "company": "ALTIUS ORG",
}
```

### 🛟 SUPPORT

Share your runs with the developer team and create issues on error to help us improve actor quality.

You might discover edge case we didn't test yet

We stay available anytime

# Actor input Schema

## `urls` (type: `array`):

Extract job results from a search url

## `max_page` (type: `integer`):

Max page (0 = no limit)

## Actor input object example

```json
{
  "urls": [
    "https://www.fastjobs.sg/singapore-jobs/all-categories-jobs"
  ],
  "max_page": 1
}
```

# 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 = {
    "urls": [
        "https://www.fastjobs.sg/singapore-jobs/all-categories-jobs"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("saswave/fastjobs-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 = { "urls": ["https://www.fastjobs.sg/singapore-jobs/all-categories-jobs"] }

# Run the Actor and wait for it to finish
run = client.actor("saswave/fastjobs-job-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 '{
  "urls": [
    "https://www.fastjobs.sg/singapore-jobs/all-categories-jobs"
  ]
}' |
apify call saswave/fastjobs-job-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,saswave/fastjobs-job-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/eZjEAq55e3HLcPUWg/builds/Cb6H56DxSthr3BgY5/openapi.json