# Rozee.pk Pakistan Job Listing Scraper (`jungle_synthesizer/rozee-pk-pakistan-job-listing-scraper`) Actor

Scrape live job listings from Rozee.pk, Pakistan's dominant job board. Returns title, company, city, salary range, experience level, education requirement, functional area, industry, gender preference, skills, and full description for every posting in the unfiltered index.

- **URL**: https://apify.com/jungle\_synthesizer/rozee-pk-pakistan-job-listing-scraper.md
- **Developed by:** [BowTiedRaccoon](https://apify.com/jungle_synthesizer) (community)
- **Categories:** Jobs, Lead generation
- **Stats:** 2 total users, 1 monthly users, 83.3% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.60 / 1,000 record 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

## Rozee.pk Pakistan Job Listing Scraper

Scrape live job listings from [Rozee.pk](https://www.rozee.pk), Pakistan's largest job board. Returns title, company, city, salary range, experience level, education requirement, functional area, industry, gender preference, skills, and the full job description for every posting in the live index — covering every city, industry, and job title on the site.

***

### Rozee.pk Scraper Features

- Walks the entire unfiltered live-jobs index, or narrows to a keyword via Rozee's own search box
- Returns salary bands (min/max, currency), minimum years of experience, and education requirements alongside the standard title/company/location fields
- Resolves shift and work-arrangement (remote / hybrid / onsite), gender preference, industry, and functional area to their human-readable labels — not raw internal codes
- Captures the full job description as clean plain text, not a truncated card summary
- Returns skills tags exactly as listed on each posting

***

### Who Uses Rozee.pk Job Data?

- **Recruitment agencies** — source Pakistani candidates and track which companies are hiring for which roles, right now
- **Salary benchmarking tools** — build compensation datasets from real, currently-open postings instead of self-reported surveys
- **Labour-market researchers** — track hiring demand by city, industry, and functional area across Pakistan's 240M-person economy
- **HR tech platforms** — feed structured job data into matching or alerting products without maintaining your own Rozee.pk integration
- **Competitive intel teams** — monitor a specific employer's open roles, salary offers, and hiring pace over time

***

### How Rozee.pk Scraper Works

1. Give it a `maxItems` limit and, optionally, a search keyword (or leave it as `all` for the entire live index).
2. The scraper walks the listing pages in order, pulling every job on each page before moving to the next.
3. Each listing comes back as one structured record — no manual cleanup of HTML or truncated snippets.
4. The run stops once it hits your `maxItems` limit or runs out of listings, whichever comes first.

***

### Input

```json
{
  "maxItems": 100,
  "query": "all"
}
```

| Field | Type | Default | Description |
|-------|------|---------|-------------|
| `maxItems` | integer | — (required) | Maximum number of job listings to scrape. |
| `query` | string | `"all"` | Keyword to search (matches Rozee.pk's own search box), or `"all"` to walk the entire unfiltered live-jobs index. |

#### Example: Search a specific role

```json
{
  "maxItems": 50,
  "query": "software engineer"
}
```

***

### Rozee.pk Scraper Output Fields

```json
{
  "job_id": "1867834",
  "title": "DRAP Qualified Person (Medical Devices)",
  "company_name": "Australian Concept Infertility Medical Centre",
  "company_profile_url": "https://www.rozee.pk/company/australian-concept-infertility-medical-centre12",
  "city": "Islamabad",
  "province": "Islamabad Capital Territory",
  "country": "Pakistan",
  "job_type": "Full Time/Permanent",
  "shift": "Remote",
  "work_mode": "remote",
  "salary_min": 150000,
  "salary_max": 150000,
  "salary_currency": "PKR",
  "salary_period": null,
  "experience_years_min": 3,
  "education_level": null,
  "functional_area": null,
  "industry": "Healthcare / Hospital / Medical",
  "gender_preference": "Male",
  "vacancies": null,
  "posted_at": "2026-08-05T12:52:15Z",
  "apply_before": "2026-09-05T00:00:00Z",
  "description_text": "DRAP Qualified Person (Medical Devices)\nLocation: Islamabad, Pakistan\n...",
  "skills": ["Regulatory Compliance", "Communication Skills", "Documentation Control"],
  "job_url": "https://www.rozee.pk/job/australian-concept-infertility-medical-centre-drap-qualified-person-medical-devices-jobs-1867834",
  "scraped_at": "2026-08-10T05:48:47.834Z"
}
```

| Field | Type | Description |
|-------|------|-------------|
| `job_id` | string | Rozee.pk's internal numeric job id. |
| `title` | string | Job title. |
| `company_name` | string | Hiring company name. |
| `company_profile_url` | string | Canonical URL of the hiring company's Rozee.pk profile page. |
| `city` | string | City of the job posting. |
| `province` | string | Pakistani province/territory derived from city. Best-effort — null when the city isn't a major population center. |
| `country` | string | Country of the job posting (almost always Pakistan; some postings are for expatriate roles). |
| `job_type` | string | Employment type as labeled by Rozee.pk (e.g. Full Time/Permanent, Part Time). |
| `shift` | string | Shift/work-arrangement label as shown on Rozee.pk (e.g. Remote, First Shift (Day), Hybrid Work Model, Rotating). |
| `work_mode` | string | Normalized `onsite` / `hybrid` / `remote`, derived from `shift`. Null when Rozee.pk doesn't specify one. |
| `salary_min` | number | Minimum disclosed salary. Null when the posting doesn't disclose salary. |
| `salary_max` | number | Maximum disclosed salary. Null when the posting doesn't disclose salary. |
| `salary_currency` | string | Salary currency code (e.g. PKR). |
| `salary_period` | string | Salary period. Not exposed by the source — reserved, currently always null. |
| `experience_years_min` | number | Minimum years of experience required. |
| `education_level` | string | Free-text education requirement copied from the posting. Present on a minority of postings. |
| `functional_area` | string | Functional area / job category, resolved from Rozee.pk's own taxonomy. |
| `industry` | string | Hiring company's industry, resolved from Rozee.pk's own taxonomy. |
| `gender_preference` | string | Gender preference stated by the employer (No Preference / Male / Female). |
| `vacancies` | number | Number of open positions, when statable from the posting text. Frequently null — not a structured field on the source. |
| `posted_at` | string | ISO-8601 timestamp the listing was created/posted. |
| `apply_before` | string | ISO-8601 application deadline. |
| `description_text` | string | Full job description, plain text. |
| `skills` | array | Skills tags listed on the posting. |
| `job_url` | string | Canonical URL of the individual job posting. |
| `scraped_at` | string | ISO-8601 timestamp when this record was scraped. |

***

### FAQ

#### How do I scrape Rozee.pk?

Rozee.pk Scraper needs no account and no API key. Set a `maxItems` limit, run it, and get back structured job records — title, company, salary, location, and the full description for each one.

#### What data can I get from Rozee.pk?

Everything a job card and its full posting page show: title, company, city, salary range and currency, employment type, shift/work arrangement, minimum experience, education requirement (when stated), functional area, industry, gender preference, application deadline, skills tags, and the complete job description.

#### Can I search for a specific role instead of the whole site?

Yes. Set `query` to any keyword — the same term you'd type into Rozee.pk's own search box — and the scraper returns only matching postings. Leave it as `all` to walk the entire live index.

#### How much does Rozee.pk Scraper cost to run?

Pricing follows Apify's standard pay-per-event model — check the Pricing tab on this actor's page for current rates. There's no separate account or subscription needed beyond your Apify usage.

#### Does this include expired or removed job postings?

No. Every record reflects what is currently live on Rozee.pk at the time the actor runs — this is a snapshot of the active jobs index, not a historical archive.

***

### Need More Features?

Need custom fields, filters, or a different target site? [File an issue](https://console.apify.com/actors/issues) or get in touch.

### Why Use Rozee.pk Scraper?

- **Full-index coverage** — walks the entire unfiltered live-jobs listing, not just the first few result pages.
- **Structured, not scraped-and-dumped** — salary bands, education requirements, and functional areas come back resolved to readable labels, not raw internal codes.
- **Complete descriptions** — every record carries the full job posting text, not a card-view snippet.

# Actor input Schema

## `sp_intended_usage` (type: `string`):

What will this data feed? E.g. lead lists, KYB checks, price tracking.

## `sp_improvement_suggestions` (type: `string`):

Provide any feedback or suggestions for improvements.

## `sp_contact` (type: `string`):

We'll personally help with your use case. No spam.

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

Maximum number of job listings to scrape

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

Keyword to search (matches Rozee.pk's own search box), or leave as 'all' to walk the entire unfiltered live-jobs index.

## Actor input object example

```json
{
  "sp_intended_usage": "Describe your intended use...",
  "sp_improvement_suggestions": "Share your suggestions here...",
  "sp_contact": "Share your email here...",
  "maxItems": 10,
  "query": "all"
}
```

# 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 = {
    "sp_intended_usage": "Describe your intended use...",
    "sp_improvement_suggestions": "Share your suggestions here...",
    "sp_contact": "Share your email here...",
    "maxItems": 10,
    "query": "all"
};

// Run the Actor and wait for it to finish
const run = await client.actor("jungle_synthesizer/rozee-pk-pakistan-job-listing-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 = {
    "sp_intended_usage": "Describe your intended use...",
    "sp_improvement_suggestions": "Share your suggestions here...",
    "sp_contact": "Share your email here...",
    "maxItems": 10,
    "query": "all",
}

# Run the Actor and wait for it to finish
run = client.actor("jungle_synthesizer/rozee-pk-pakistan-job-listing-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 '{
  "sp_intended_usage": "Describe your intended use...",
  "sp_improvement_suggestions": "Share your suggestions here...",
  "sp_contact": "Share your email here...",
  "maxItems": 10,
  "query": "all"
}' |
apify call jungle_synthesizer/rozee-pk-pakistan-job-listing-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,jungle_synthesizer/rozee-pk-pakistan-job-listing-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/NoJzpwSQsqJ2cgevz/builds/m3bNFTaFSihAfYlJH/openapi.json