# NHS UK Jobs Scraper - Low-cost💲🔥🇺🇸💼 (`delectable_incubator/nhs-uk-jobs-scraper-low-cost`) Actor

🏥🔍 Extract NHS UK job listings by keyword, location, or search URL. Collect job titles, employers, salaries, contract types, locations, posting dates, closing dates and application URLs. Ideal for recruitment intelligence, healthcare hiring analysis, HR analytics, and UK labor market research 📊🚀

- **URL**: https://apify.com/delectable\_incubator/nhs-uk-jobs-scraper-low-cost.md
- **Developed by:** [Prime Scrape](https://apify.com/delectable_incubator) (community)
- **Categories:** Jobs, Lead generation, Automation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $0.00005 / actor start

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

<p align="center">
<img src="https://i.ibb.co/jkNS73wX/readme.png" alt="NHS UK Jobs Scraper" width="100%">
</p>

---

## 🏥🇬🇧 NHS UK Jobs Scraper | Bulk NHS Jobs Scraper UK | Apify Actor

### 🚀 Extract NHS UK Job Listings in Seconds (No Code)

The **NHS UK Jobs Scraper (Apify Actor)** is a powerful, scalable and SEO-optimized job scraping solution designed to extract job listings directly from the NHS Jobs platform across the United Kingdom.

Collect structured NHS recruitment data including job titles, employers, salaries, contract types, working patterns, locations, closing dates, and job URLs. Perfect for recruitment agencies, healthcare staffing firms, HR analytics, labor market research, AI datasets, lead generation, and job aggregation platforms.

---

### 🔥 Why This NHS UK Jobs Scraper?

✔ Best NHS Jobs scraper on Apify

✔ Supports bulk keyword scraping (multi-search)

✔ Scrape healthcare jobs across the entire UK

✔ Fast & scalable extraction engine

✔ Structured JSON / CSV / Excel output

✔ Perfect for recruitment intelligence

✔ Ideal for healthcare market analysis

✔ No coding required

---

### 🎯 What This Scraper Does

This Apify Actor extracts real-time NHS job listings directly from NHS Jobs search results.

#### 📌 Core Features

✅ Scrape NHS UK job listings

✅ Bulk keyword job scraping (SEO BOOST 🚀)

✅ Location filtering across the UK

✅ Contract type filtering

✅ Sort by publication date, closing date, salary

✅ Automatic pagination handling

✅ Extract employer, salary & working pattern

✅ Extract application links & job URLs

✅ Collect closing dates & posting dates

✅ High-speed structured extraction

---

### ⚡ Input Configuration (Simple & Powerful)

#### 🔥 BULK KEYWORD MODE (SEO BOOST 🚀)

````

{
"keywords": \[
"registered nurse",
"healthcare assistant",
"doctor",
"data analyst",
"pharmacist",
"administration officer"
],
"location": "United Kingdom",
"contract\_type": "Permanent",
"sort\_by": "publicationDateDesc",
"max\_items": 200
}

```

---

### 📊 Extracted Job Data

| Field          | Description                      |
| -------------- | -------------------------------- |
| jobId          | Unique NHS job identifier        |
| jobTitle       | Job title                        |
| employer       | NHS Trust / Employer             |
| location       | Job location                     |
| salary         | Salary range                     |
| contractType   | Permanent, Temporary, Bank, etc. |
| datePosted     | Publication date                 |
| closingDate    | Application deadline             |
| workingPattern | Full-time, Part-time, Shift      |
| distance       | Distance from selected location  |
| jobUrl         | Direct NHS job URL               |

---

### 💡 Use Cases

This NHS Jobs scraper is ideal for:

🏥 NHS recruitment monitoring

📊 Healthcare labor market analysis

🎯 Recruitment automation

📈 Healthcare hiring trends

🤖 AI training datasets

🏢 NHS employer intelligence

📡 Job aggregation platforms

⚡ Bulk healthcare job extraction

💰 Salary benchmarking

🌍 UK workforce analytics

---

### 🚀 Key Features (Apify SEO Optimized)

⚡ Bulk keyword scraping support

🏥 NHS healthcare jobs coverage

🇬🇧 Full United Kingdom coverage

📌 Smart pagination system

🧠 Clean structured output

📊 High-speed extraction engine

🔁 Auto retry & stability system

💾 Export-ready datasets

⚙️ Scalable cloud execution

---

### 🌍 Supported UK Locations

Scrape jobs from:

• London

• Manchester

• Birmingham

• Liverpool

• Leeds

• Sheffield

• Bristol

• Nottingham

• Leicester

• Glasgow

• Edinburgh

• Cardiff

• Belfast

• All NHS Trusts across the UK

---

### 📤 Output Formats Supported

✔ JSON

✔ CSV

✔ Excel XLSX

✔ XML

✔ HTML

✔ API Integration

---

### 📦 Example Output

```

{
"jobId": "nhs-123456",
"jobTitle": "Data Analyst",
"employer": "NHS Trust",
"location": "London",
"salary": "£30,000 - £35,000",
"contractType": "Permanent",
"datePosted": "2026-01-15",
"closingDate": "2026-02-01",
"workingPattern": "Full-time",
"distance": "5 miles",
"jobUrl": "https://www.jobs.nhs.uk/..."
}

````

---

### 🔥 Why This is the BEST NHS Jobs Scraper on Apify?

✔ Optimized for Apify Store ranking

✔ Healthcare recruitment focused

✔ Bulk keyword support

✔ Enterprise-ready scalability

✔ High-speed NHS data extraction

✔ Structured export formats

✔ Ideal for staffing agencies

✔ Excellent SEO visibility

---

### 💸 Pricing

This scraper runs on a pay-per-result pricing model.

You only pay for successfully extracted records.

💳 Price: $0.79 / 1,000 results

---

### ❓ FAQ

#### Can I scrape multiple keywords at once?

Yes. Bulk keyword mode is fully supported.

#### Can I scrape NHS jobs across the entire UK?

Yes. The scraper covers all NHS locations and NHS Trusts.

#### Is this scraper fast?

Yes. It is optimized for large-scale extraction.

#### Is coding required?

No. This is a 100% no-code Apify Actor.

#### Can I export the data?

Yes. JSON, CSV, Excel, XML and HTML are supported.

#### Can I use the data for recruitment analytics?

Absolutely. The scraper is designed for recruitment intelligence and healthcare labor market analysis.

---

### ⚠️ Disclaimer

This tool is not affiliated with NHS Jobs or the National Health Service.

It is an independent data extraction solution developed for public data collection and analytics purposes.

---

### 🔗 Related Actors (PrimeScrape Ecosystem)

We are building a complete PrimeScrape Job Intelligence Suite:

👉 NHS Jobs Scraper

👉 NEXXT Jobs Scraper

👉 Reed Jobs Scraper

👉 Michael Page Jobs Scraper

👉 Workday Jobs Scraper

👉 Greenhouse Jobs Scraper

👉 LinkedIn Alternatives Scrapers

👉 Remote Jobs Scrapers

👉 Healthcare Recruitment Intelligence Tools

More coming soon 🚀

---

### 🌍 PrimeScrape Ecosystem

Built for:

📊 Job data extraction

🏢 Employer intelligence

📈 Labor market analytics

🤖 AI training datasets

⚙️ Recruitment automation

💼 Lead generation

🌍 Workforce intelligence

---

### 📬 Support

⭐⭐⭐⭐⭐ Leave a review if you like this scraper

📩 Need a custom scraper or enterprise solution?

Contact PrimeScrape through Apify.

🚀 Happy Scraping!

# Actor input Schema

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

Enter one or more job keywords to search on NHS Jobs (e.g., nurse, doctor, data analyst, administrator). Each keyword will be scraped separately.
## `location` (type: `string`):

Job location (optional, e.g., London, Liverpool, Manchester)
## `contract_type` (type: `string`):

Filter jobs by contract type
## `sort_by` (type: `string`):

Choose how results should be sorted
## `maxitems` (type: `integer`):

Limits how many job listings will be scraped for each keyword

## Actor input object example

```json
{
  "keywords": [
    "doctor"
  ],
  "location": "London",
  "contract_type": "",
  "sort_by": "",
  "maxitems": 30
}
````

# Actor output Schema

## `overview` (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 = {
    "keywords": [
        "doctor"
    ],
    "location": "London",
    "contract_type": "",
    "sort_by": "",
    "maxitems": 30
};

// Run the Actor and wait for it to finish
const run = await client.actor("delectable_incubator/nhs-uk-jobs-scraper-low-cost").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 = {
    "keywords": ["doctor"],
    "location": "London",
    "contract_type": "",
    "sort_by": "",
    "maxitems": 30,
}

# Run the Actor and wait for it to finish
run = client.actor("delectable_incubator/nhs-uk-jobs-scraper-low-cost").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 '{
  "keywords": [
    "doctor"
  ],
  "location": "London",
  "contract_type": "",
  "sort_by": "",
  "maxitems": 30
}' |
apify call delectable_incubator/nhs-uk-jobs-scraper-low-cost --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "NHS UK Jobs Scraper - Low-cost💲🔥🇺🇸💼",
        "description": "🏥🔍 Extract NHS UK job listings by keyword, location, or search URL. Collect job titles, employers, salaries, contract types, locations, posting dates, closing dates and application URLs. Ideal for recruitment intelligence, healthcare hiring analysis, HR analytics, and UK labor market research 📊🚀",
        "version": "0.0",
        "x-build-id": "OOxHF3Vr2NtDoBvE5"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/delectable_incubator~nhs-uk-jobs-scraper-low-cost/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-delectable_incubator-nhs-uk-jobs-scraper-low-cost",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/delectable_incubator~nhs-uk-jobs-scraper-low-cost/runs": {
            "post": {
                "operationId": "runs-sync-delectable_incubator-nhs-uk-jobs-scraper-low-cost",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/delectable_incubator~nhs-uk-jobs-scraper-low-cost/run-sync": {
            "post": {
                "operationId": "run-sync-delectable_incubator-nhs-uk-jobs-scraper-low-cost",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "keywords"
                ],
                "properties": {
                    "keywords": {
                        "title": "Job Keywords 🔍",
                        "type": "array",
                        "description": "Enter one or more job keywords to search on NHS Jobs (e.g., nurse, doctor, data analyst, administrator). Each keyword will be scraped separately.",
                        "default": [
                            "doctor"
                        ],
                        "items": {
                            "type": "string"
                        }
                    },
                    "location": {
                        "title": "Location 📍",
                        "type": "string",
                        "description": "Job location (optional, e.g., London, Liverpool, Manchester)",
                        "default": "London"
                    },
                    "contract_type": {
                        "title": "Contract Type 📋",
                        "enum": [
                            "",
                            "Permanent",
                            "Fixed-Term",
                            "Apprenticeship",
                            "Voluntary",
                            "Locum",
                            "Training",
                            "Secondment",
                            "Honorary",
                            "Bank",
                            "NHS Reservist"
                        ],
                        "type": "string",
                        "description": "Filter jobs by contract type",
                        "default": ""
                    },
                    "sort_by": {
                        "title": "Sort By 🔽",
                        "enum": [
                            "",
                            "closingDate",
                            "publicationDateDesc",
                            "salaryAsc",
                            "salaryDesc"
                        ],
                        "type": "string",
                        "description": "Choose how results should be sorted",
                        "default": ""
                    },
                    "maxitems": {
                        "title": "Maximum number of jobs to scrape per keyword 🔢",
                        "type": "integer",
                        "description": "Limits how many job listings will be scraped for each keyword",
                        "default": 30
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```