# MyCareersFuture Jobs — Singapore Salary Bands (`noahadler/mycareersfuture-jobs`) Actor

Pull public MyCareersFuture jobs via the open API: title, salary min/max, company, employment type, and job URL. Search by keyword or fetch latest postings. No login, no recruiter phone or email. Rows include title, company, salary band, and job URL.

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

## Pricing

from $2.00 / 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.

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

## MyCareersFuture Jobs — Singapore Salary Bands

Scrape **public** jobs from [MyCareersFuture](https://www.mycareersfuture.gov.sg) via `api.mycareersfuture.gov.sg`.

Keywords: mycareersfuture jobs, singapore jobs scraper, MCF salary, mycareersfuture API.

### Input

```json
{
  "query": "software engineer",
  "maxItems": 20
}
```

Leave `query` empty to fetch the latest public jobs.

### Output

One row per job: `title`, `salaryMin` / `salaryMax`, `company`, `jobUrl`.

### Legal

- Public job postings published by employers only.
- No recruiter phone or email as a product field.
- Do not use government / MyCareersFuture logos as your product mark.
- This is not an official government API product.

### Limitations

- Rate limits may return 429 — back off and retry.
- Description HTML is not pushed (keeps rows lean; contact strings in body are ignored).

# Actor input Schema

## `query` (type: `string`):

Keyword search (e.g. software engineer). Leave empty for latest jobs.

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

Maximum job rows (1–2000).

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

Optional. Public API usually works without proxy.

## Actor input object example

```json
{
  "query": "software engineer",
  "maxItems": 20,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
```

# Actor output Schema

## `jobs` (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 = {
    "query": "software engineer"
};

// Run the Actor and wait for it to finish
const run = await client.actor("noahadler/mycareersfuture-jobs").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 = { "query": "software engineer" }

# Run the Actor and wait for it to finish
run = client.actor("noahadler/mycareersfuture-jobs").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 '{
  "query": "software engineer"
}' |
apify call noahadler/mycareersfuture-jobs --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,noahadler/mycareersfuture-jobs"
        }
    }
}
```

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/Ua45SkR1kpZ5nW5WC/builds/BgQ9t3A5oG0qDnz22/openapi.json