# UK NHS Jobs Search Scraper (`neuton/uk-nhs-jobs-search-scraper`) Actor

Scrape public NHS Jobs search results for healthcare recruiting intelligence, labour-market monitoring, and public-sector hiring research.

- **URL**: https://apify.com/neuton/uk-nhs-jobs-search-scraper.md
- **Developed by:** [Ashwin Prasad](https://apify.com/neuton) (community)
- **Categories:** Jobs, Business, Automation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

$4.00 / 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.

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

## UK NHS Jobs Search Scraper

Scrape public NHS Jobs search results for healthcare recruiting intelligence, public-sector hiring research, labour-market monitoring, job aggregation, and workforce analytics. This actor is useful for recruiters, healthtech companies, staffing agencies, labour-market analysts, public-sector suppliers, and AI agents that need structured NHS job feeds without browser automation.

### What You Can Extract

- Job title, employer, organisation, location, salary, and job reference
- Date posted, closing date, contract type, working pattern, and specialty context where available
- NHS job ID, advert URL, and source search metadata
- One row per public job listing, ready for alerts, dashboards, spreadsheets, and CRM enrichment

### Common Use Cases

- Monitor NHS hiring by role, region, employer, specialty, or keyword
- Build healthcare labour-market datasets for analysts and policy teams
- Track demand for clinical, digital, analytics, admin, and operational skills
- Feed recruiting dashboards, candidate-sourcing workflows, job alerts, and AI agents
- Enrich public-sector sales research by seeing which NHS organisations are hiring for target functions

### SEO Keywords

NHS Jobs scraper, UK healthcare jobs scraper, public sector jobs scraper UK, NHS recruitment data, healthcare labour market data, NHS job listings API, NHS hiring monitor, healthcare recruiting intelligence.

### Example Input

```json
{
  "keywords": ["developer", "analyst", "nurse"],
  "location": "London",
  "distance": 5,
  "maxResultsPerSearch": 50
}
```

### Output

Rows include job title, employer, location, salary, posting date, closing date, contract type, working pattern, NHS job ID, advert URL, query metadata, and extracted public listing fields. Export as JSON, CSV, Excel, or pull results through the Apify API.

### Pricing Recommendation

Launch around $3 per 1,000 job listings. It is narrower and lower-risk than generic job-board scraping, while still serving recruiting, labour-market, staffing, and public-sector intelligence buyers.

### Responsible Use

This actor extracts public NHS job listings. Use it for market research, monitoring, and recruiting workflows. Do not use the data for spam, discriminatory targeting, or misleading claims about employers or candidates.

# Actor input Schema

## `keywords` (type: `array`):

Job keywords such as nurse, developer, analyst, or consultant.

## `location` (type: `string`):

Optional UK location filter.

## `distance` (type: `integer`):

Search radius in miles.

## `maxResultsPerSearch` (type: `integer`):

Maximum jobs per keyword/location search.

## Actor input object example

```json
{
  "keywords": [
    "developer"
  ],
  "location": "London",
  "distance": 5,
  "maxResultsPerSearch": 50
}
```

# 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("neuton/uk-nhs-jobs-search-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("neuton/uk-nhs-jobs-search-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 neuton/uk-nhs-jobs-search-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=neuton/uk-nhs-jobs-search-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/EGGlUW6OaoOo2Da8a/builds/S9oJMztHdUbcEIlA9/openapi.json